Machine Learning and AI applications: Recent Episodes

Raghu Banda

This is a podcast on the topics around machine learning and AI applications which happens 1-2 times a month.

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How can organisations harness artificial intelligence to transform learning and business without losing the human touch? Join host Raghu Banda as he explores that question with Dr. Ashwin Mehta, founder and director of Mehtadology. Dr. Mehta is an AI strategist and learning‑technology leader with over 14 years of senior‑level experience across multiple sectors. He holds an MBA and a PhD in learning‑technology adoption and leads a consultancy that helps organisations demystify the AI landscape and build AI‑ready teams.

Key Points

  • Build AI literacy: Why data and AI skills are essential for all employees
  • Purposeful AI strategy: Identify real use cases, measure ROI and align tech with people
  • Human‑AI balance: Avoid over‑reliance on AI and maintain critical thinking

You can reach @ Dr. Ashwin Mehta

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Recorded across India, Seattle, Bay Area, and Berlin — the XTraws decode the month’s biggest AI shifts in a two-part global roundup.

🔹 Mega moves in AI infrastructure & compute — Nvidia, Oracle, Microsoft, Google, SAP, and others shaping the future of datacenters and soverign clouds.
🔹 Breakthrough innovations & product launches — from OpenAI’s Pulse to Alibaba’s trillion-parameter Qwen3-Max.
🔹 Global ethics & industry adoption — red lines, regulations, and AI’s impact across industries from agriculture to enterprise ERP.

You can reach @ Sesh @ Manjeet @ Lukas @ Anjali @ Raghu

Website @ XTraw AI

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What happens when finance meets AI at the heart of enterprise systems? In this episode, SAP FICO expert and author Mohammed Hafeez Baig shares his journey of embedding AI into SAP Finance and preparing leaders for an AI-first world.

🔑 Key takeaways:

  • How AI is transforming core finance processes like financial close, forecasting, and predictive insights
  • Strategies for balancing innovation with compliance, SOX, and audit-readiness
  • Preparing consultants and finance leaders to thrive in the AI-first enterprise

You can reach @ Mohammed Hafeez Baig

My LinkedIn @ Raghu BandaOur Website @ XTraw AI

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How do you get your business mentioned in ChatGPT, Claude, or Gemini? In this episode of XTraw AI, host Raghu Banda sits down with Kevin Roy, CEO of GreenBanana SEO, to unpack how AI is rewriting the rules of search.

🔹 Discover what LLM SEO means and why traditional SEO isn’t enough anymore
🔹 Learn how businesses can become the answer in AI-driven platforms
🔹 Get actionable insights on how to improve visibility this week

You can reach @ Kevin RoyMy LinkedIn @ Raghu BandaOur Website @ XTraw AI

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What if AI could make compliance the fastest part of your workflow—not the slowest?
In this episode, Raghu Banda talks with GetGen AI co-founders Anastasia Sartan and Kiril Ivanov about how their platform is transforming content compliance across regulated industries—from healthcare to financial services—through contextual, AI-driven automation.

🔑 Key Takeaways:

  • Learn how GetGen AI automates regulatory reviews across text, visuals, audio, and video content.
  • Explore how compliance bottlenecks are eliminated in pharma, healthcare, and finance workflows.
  • Discover what sets GetGen AI apart: real-time inspectors, multi-format support, and frictionless integrations.

You can reach @ Anastasia @ KirilMy LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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How will AI and quantum computing reshape global trade? In this episode of XTraw AI, host Raghu Banda sits down with Bruce Randall, AI strategist and advisor to Fortune 500 companies like Oracle Cloud and AT&T. Together, they explore how AI and quantum are transforming industries, redefining ethics, and shaping the policies that will drive global commerce in the next decade.

🔑 Highlights:

  • How AI and quantum computing are converging to transform global trade and supply chains.
  • The ethical and policy dilemmas enterprises and governments must prepare for.
  • Practical strategies for business leaders to stay ahead in the AI–quantum era.

You can reach @ Bruce Randall

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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This month’s XTraw AI roundup dives into the most pivotal global AI news of August 2025 — across infrastructure, innovations, industry adoption, and ethics.

  • 🚀 Frontier Breakthroughs – GPT-5 officially launched, DeepSeek V3.1 and Gemini 2.5 raised the competitive stakes, and OpenAI unveiled realtime voice AI.
  • 🏗️ Mega Infrastructure Moves – Japan’s FugakuNEXT supercomputer project, Google’s $9B cloud/AI expansion in Virginia, and NVIDIA’s bullish trillion-dollar AI forecast.
  • 🌍 Integration & Policy Shifts – AI reshaping industries from automotive to education, with new global governance talks and cross-lab safety evaluations leading the ethics conversation.

You can reach @Manjeet @Lukas @Sesh @Raghu and website @XTraw AI

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Can your device predict when you're about to get motion sick, overloaded, or fatigued? With Theia, HarmonEyes is bringing AI-powered eye-tracking to any camera-equipped device—transforming the way we interact with machines.

🔍 In this episode:

  • See the Future: How HarmonEyes uses a 13.5M-record dataset to deliver predictive, device-agnostic eye-tracking.
  • Beyond the Gaze: Explore real-world applications in VR, aerospace, gaming, and automotive safety.
  • Theia Unpacked: The tech, the vision, and the AI engine powering the next frontier of contextual intelligence.

You can reach @ Adam GrossMy LinkedIn @ Raghu BandaOur Website @ XTraw AI

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In this Season 14 finale of XTrawAI, host Raghu Banda sits down with Yuval Belfer, VP of Strategy & Innovation at AI21 Labs, to explore how modular, reasoning-driven LLMs are transforming enterprise NLP. From explainability to competitive differentiation, this episode dives deep into the strategic blueprint behind AI21’s language models and what it means for the future of AI in business.

🔹 Key Takeaways:

  • Reasoning over Recall: Why enterprises need language models that go beyond simple prediction and retrieval.
  • Modular, Controllable AI: How AI21’s approach to NLP gives organizations more governance, flexibility, and scalability.
  • Future-Proofing Enterprise AI: What’s next for GenAI adoption, and how AI21 plans to lead in contextual, compliant, and customizable AI deployments.

You can reach @ Yuval BelferMy LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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How did we get from rule-following bots to reasoning AI agents?
In this exclusive premium episode of XTraw AI, AI Raghu walks you through the explosive evolution of artificial intelligence, a journey from mid of 2022 to mid of 2025—from the practical limits of Narrow AI to the creative surge of Generative AI, and now to the rise of Agentic AI. We cover breakthrough moments, paradigm shifts, and what it means for the future of work, innovation, and intelligence itself.

🎯 Highlights:

  • The rise and ripple effect of GenAI in enterprise and creativity
  • Agentic AI and the new wave of autonomous decision-making
  • Real-world shifts in architecture, data models, and workflows

Stay ahead of the curve. Stay XTraw!

You can reach @ Raghu Banda

Our Website @ XTraw AI

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What if you could build and deploy AI solutions across your enterprise in just hours — without sharing your data or retraining a model?

In this episode of XTraw AI, host Raghu Banda sits down with Shay Levi, CEO & Co-founder of Unframe, a groundbreaking AI platform redefining how enterprises operationalize AI securely, rapidly, and at scale.

From AI-native transformation to blueprint-based automation, Shay shares how Unframe is helping some of the world’s largest companies modernize their systems and unlock value from previously untapped data — all while maintaining full control over their tech stack.

🔍 What you’ll learn:

  • How Unframe's blueprint approach enables scalable, secure, and fast AI deployment.
  • Why being LLM-agnostic is the future of enterprise AI.
  • Real-world examples of turnkey AI use cases in banking, real estate, and cybersecurity.

You can reach @ Shay Levi

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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In this two-part special, XTraw AI breaks down the AI breakthroughs, infrastructure plays, policy battles, and ethical dilemmas that defined July 2025. Join Lukas, Sesh, and Majeeth as we dissect how AI reshaped the globe this month — from Tesla’s chip bets and OpenAI’s Agent Mode to the governance debates heating up in Washington, Geneva, and Shanghai.

What You’ll Learn:

  • 🔧 AI Infrastructure on Fire: How Nvidia, Samsung, and Tesla are laying down the AI hardware superhighway.
  • 🤖 Product & Ecosystem Evolution: Why OpenAI’s Agent Mode and Meta’s generative tools are changing the game.
  • 🌐 Policy & Ethics Under Pressure: What China’s global governance proposal and Trump’s deregulation agenda mean for AI’s future.

You can reach @Sesh @Lukas @Manjeet @RaghuWebsite @XTraw AI

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What if your brand could detect cultural shifts before they hit the mainstream?
In this episode of XTrawAI, host Raghu Banda speaks with Michael Howard, CEO/CTO of NicheFire, about how AI is unlocking predictive brand intelligence and transforming the way companies anticipate change.

🔍 In this episode, you'll learn:

  • How contextual AI helps brands anticipate what's coming next
  • Why signal detection is becoming essential for strategic decision-making
  • How leading enterprises use predictive insights to stay ahead of competition

🎙️ Tune in to discover how tomorrow’s top brands are shaped by today’s smartest signals.

You can reach @ Michael Howard

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Can practice tests alone carry you over the finish line, or does real success demand a deep-dive into those hefty hand-outs and PDFs? 🎧 Join Raghu—your XTraw-style AI host—as he unpacks a smarter, ADM-inspired study roadmap, then hands the mic to 2 AI agents for a 30-minute conversation that fuses exam tactics with real-world EA stories.

What you’ll hear:

  • 🔍 The “ADM-Cycle” Study Method – Breadth pass ➜ baseline quiz ➜ gap analysis ➜ iterative mocks
  • 🛠️ Hidden Exam Traps & Pro Tips – Three Landscape layers, six classic techniques, and why Requirements Management sits at the center
  • 🚀 AI-Powered Prep – How to use (but not abuse) 100+ practice questions to diagnose blind spots and accelerate mastery

Plug in, level up, and—yes—learn to predict the future with AI technologies.

You can reach @ Raghu Banda

Our Website @ XTraw AI

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What if the next 200 years of human evolution start today—with AI at the center?

In this episode of XTraw AI, host Raghu Banda sits down with futurist Steve Fisher and behavioral scientist Dr. Ja-Naé Duane, co-authors of the upcoming book SuperShifts, to explore the radical transformations reshaping our world.

🔹 Discover what it means to thrive in the Age of Intelligence—and why business, education, and identity are all being rewritten
🔹 Explore how AI-human collaboration, bio-enhancement, and decentralization are creating a new blueprint for society
🔹 Learn actionable insights from the SuperShifts model to future-proof your career, organization, and mindset

🎙️ Tune in for one of our boldest conversations yet—and get ready to predict the future with AI.

You can reach @ Ja-Nae Duane and @ Steve Fisher

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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What if AI could help you unlock the power of your own subconscious mind?
In this episode of XTraw AI, we sit down with Avi Yashchin, Founder & CEO of Subconscious AI, to explore how AI is evolving beyond automation—to help humans make better, more aligned decisions.

🎯 How Subconscious AI blends neuroscience, coaching, and machine learning
🧠 Why decision intelligence is the next frontier in personal and professional growth
🚀 The vision behind building an AI-powered platform that enhances—not replaces—human thinking

Tune in for a thought-provoking conversation on the future of AI-powered clarity.

You can reach @ Avi YashchinMy LinkedIn @ Raghu BandaOur Website @ XTraw AI

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Is the AI race entering a new global phase—driven by sovereign investments, smaller models, and smarter use cases?

In this two-part XTraw AI special, we explore the most important stories shaping AI across continents—from bold infrastructure bets to real-world deployments and policy shifts.

  • 🌍 Sovereign AI investments rise in Saudi Arabia, the EU, and India—reshaping the AI infrastructure map
  • 🤖 GenAI moves beyond hype, with product rollouts in finance, agriculture, healthcare, and media
  • ⚖️ Countries diverge on AI regulation—from copyright laws to ethical governance and green AI standards

You can reach @ Raghu @ Manjeeth @ Lukas @ SeshAnd XTraw AI

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What happens when a master craftsman challenges the rise of artificial intelligence—not with code, but with conviction?

In this Season 14 premiere of XTrawAI, host Raghu Banda sits down with Casey Putsch—automotive visionary, racing driver, and founder of Genius Garage—to unpack the good, the bad, and the brutally honest about AI, technology, and the future of human creativity.

🎯 In this episode:

  • Why Casey believes hands-on ingenuity still matters more than ever in the AI age
  • A candid take on the cultural shift toward automation—and what we might be losing
  • Stories from the racetrack, the garage, and beyond that challenge how we define “intelligence”

🎧 Tune in to hear an unfiltered, high-octane conversation that questions the hype and reclaims the hum

You can reach @ Casey Putsch

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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In this episode of XTraw AI, host Raghu Banda sits down with board and CEO advisor Keith Meyer to decode how AI is redefining the modern job search. From resume bots to ethical hiring algorithms, we explore what candidates and recruiters need to know about this AI-driven revolution.

3 Key Takeaways:

  • 🎯 How AI is influencing both sides of the hiring equation — from job descriptions to interview prep
  • 🤖 Tools like Callings.ai and how they’re reshaping the candidate experience
  • ⚖️ The balance between AI efficiency and human judgment in leadership hiring

You can reach @ Keith Meyer

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Can AI really transform how law firms market themselves?
Join host Raghu Banda as he sits down with Anthony Karls—President of Rocket Clicks and Co-founder of Sterling Lawyers—to uncover the secrets behind building a culture-first, AI-enhanced digital strategy that drives growth and client success.

  • 🚀 Explore how AI is revolutionizing SEO and lead generation for law firms.
  • 🧩 Learn how personality strengths and AI insights can build unstoppable teams.
  • 💡 Hear real-world lessons on scaling a business from zero to $15 million ARR.

You can reach @ Anthony Karls

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Join us for a whirlwind tour of the biggest AI developments from around the world in May 2025! We’ve stitched together a seamless conversation featuring insights from our guests Lukas, Manjeet, and Sesh to bring you the latest in AI infrastructure, product launches, industry integration, and ethics.

Episode Highlights:

  • 🌐 Major AI infrastructure investments — from OpenAI’s Stargate Project to India’s first AI SEZ
  • 🚀 Cutting-edge product launches — including Claude 4, Mistral’s Devstral, and OpenAI’s hardware ambitions
  • 🏭 AI’s integration into industries — from manufacturing and IT services to education
  • ⚖️ Global policy updates — EU, UNESCO, and the latest AI governance trends

Don’t miss this global tour of the hottest AI news — from the Americas to Europe to Asia!

Happy Predicting the Future with AI Technologies — and Stay XTraw!

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What if the smartest solution to global tariff problems isn’t economic policy—but artificial intelligence?

In this thought-provoking episode of XTraw AI, host Raghu Banda sits down with physicist-turned-AI expert Dr. Charles H. Martin to explore how deep learning models can help reshape trade decisions, optimize tariff structures, and bring radical transparency to global economics.

Key Highlights:

  • How WeightWatcher.ai diagnoses model performance—and how similar techniques can apply to tariff modeling.
  • The rise of algorithmic markets and what that means for global trade policy.
  • Can AI forecast, simulate, and even recalibrate broken economic assumptions?

Tune in to learn how the math behind AI could power the next big transformation in how we govern trade.

You can reach @ Charles H. Martin

My LinkedIn @ Raghu BandaOur Website @ XTraw AI

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Enterprise Architecture is about to become more intelligent. Join us in Orlando to see how! An XTraw AI episode preview to AI-First Architecture, your Blueprint for Intelligent Enterprise Transformation.

  • Hear how we plan to embed AI natively into Enterprise Architecture
  • Get a preview of frameworks and AI patterns, and real business use cases
  • Discover how tools like Joule, LeanIX, Signavio, BTP etc., will help EAs move from strategy to execution

🎙️ Don’t miss the full conversation live at SAP SAPPHIRE & ASUG 2025 - Session BTM4314 on May 21st Wednesday at 1:00pm EST

You can reach @ Hitesh Kapadia

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

Stay XTraw!

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What if your legal strategy scaled as fast as your startup?

In this episode of XTraw AI, we sit down with Jeff Holman — founder of Intellectual Strategies and creator of the Fractional Legal Team model — to explore how founders can navigate complex legal terrain with agility, confidence, and strategic foresight. From protecting IP to future-proofing operations, Jeff shares insights that every innovator should hear.

What you’ll learn:

  • How fractional legal teams are changing the game for early-stage and growth startups
  • Why aligning legal and product strategy is a must in today’s fast-moving market
  • The role of AI in shaping the future of intellectual property and legal ops

You can reach @ Jeff Holman

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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April 2025 was a blockbuster month for AI — from billion-dollar infrastructure bets to controversial model launches and major policy shifts. In this special XTraw AI Digest episode, host Raghu Banda is joined by Manjeet, Lukas, and Sesh to break down the month’s most explosive AI stories across infrastructure, innovation, industry use cases, and global ethics.

Join us for a sharp, 45-minute discussion packed with insights, opinions, and predictions on where AI is heading next.

Highlights:

  • OpenAI’s $500B Stargate project and Nvidia’s supercomputing push in the U.S.
  • Meta’s LLaMA 4 and Google’s Gemini 2.5 shake up the model wars
  • AI integration goes mainstream in law, construction, and 3D printing
  • Global policy tensions grow as AI ethics evolve and chip bans intensify

You can reach @ Lukas @ Manjeet @ Sesh

Our website @ XTraw AI

My LinkedIn @ Raghu Banda

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Can AI care like a human? In this episode of XTraw AI, host Raghu Banda sits down with Ravi Joseph Kota, Founder of AITCare, to explore how artificial intelligence is revolutionizing elderly care. From preventing memory loss to reducing falls, Ravi shares how his startup is using AI-powered cues to bring safety, dignity, and independence to senior living.

🔹 Episode Highlights:

  • How AITCare blends AI with empathy to improve elderly well-being
  • Real-world examples of AI preventing accidents and supporting memory
  • The future of caregiving and aging with the help of smart technologies

You can reach @ Ravi Joseph Kota

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Is AI writing your code.... or making you think Smarter? In this episode of XTraw AI, host Raghu Banda sits down with Matt Van Itallie, Founder & CEO of Sema, a global leader in codebase intelligence. They explore how generative AI is reshaping software development, how CTOs can lead with purpose in a fast-evolving tech landscape, and why tech due diligence is more critical than ever. Whether you're an AI enthusiast, engineering leader, or investor—this conversation is packed with actionable insights you won’t want to miss.

What you’ll learn:

  • 💡 How generative AI is changing the way developers write code—and the risks and rewards it brings
  • 🧭 The evolving role of CTOs and how they can stay ahead with data-driven leadership
  • 🛡️ Why codebase metrics and tech due diligence are must-haves for modern software teams and investors

You can reach @Matt Van Itallie

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

Tune in and stay XTraw!

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Can AI Power a More Efficient Government? In this powerful Season 13 opener, Raghu Banda sits down with economic strategist Tommy Esposito to unpack how AI can help modernize government, shape smarter policies, and increase public sector efficiency.

🎯 Highlights:

  • How AI can help policymakers tackle inflation and the deficit
  • The vision behind the “Department of Government Efficiency (D.O.G.E.)”
  • Real-world ways AI is already transforming public services
  • Building trust and transparency in AI-driven governance

Listen now and explore how AI might just be the key to reimagining how government works.

You can reach @ Tommy Esposito

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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March 2025 delivered some of the most important global AI updates we’ve seen this year — but with the speed of change, it’s easy to miss the big picture.

In this Season 12 finale, we’re joined by AI ecosystem expert Manjeet to slice through the noise and serve up the “March AI Sandwich” — four essential layers of innovation, insight, and impact.

🎙️ In this episode, you’ll discover:

  • New AI agents and apps like Vibe Coding and OpenAI’s Operator redefining digital skills
  • Breakthroughs in models and robotics, from Gemini to NVIDIA’s Isaac GROOT
  • AI regulation heat rising globally with the EU AI Act and Colorado’s new law
  • Cloud and chip wars intensifying with NVIDIA’s full-stack vision and Apple’s GPU strategy

Whether you're building, leading, or learning in AI — this episode is your smart wrap-up for a transformative month.

🔊 Stay tuned — Season 13 is coming soon.

Our Website @ XTraw AI

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"Who’s really in control — the human or the machine?"

In this episode of XTrawAI, host Raghu Banda talks with Jesse Anglen, CEO & Co-founder of Rapid Innovation, to explore the rise of Agentic AI and how autonomous systems are transforming enterprise and consumer landscapes. Tune in for deep insights on innovation, ethics, business challenges, and the future of collaborative AI systems.

✅ The future of enterprise innovation
✅ Real-world examples of agentic AI in action
✅ Challenges and ethical considerations
✅ How Rapid Innovation is leading the way

You can reach @ Jesse AnglenMy LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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How can AI turn code into a strategic business asset?

In this episode, I sit down with Luv Kapur, a leader in platform engineering and enterprise software innovation, to explore the power of AI, InnerSource, and composable software.

🔍 Key Highlights:✅ AI-powered code reuse: How AI can help enterprises discover and optimize existing code
✅ InnerSource methodology: Bringing open-source collaboration into enterprise development
✅ Platform engineering for scalability: Why a strong platform is the backbone of modern software delivery
✅ Business impact of AI in development: How AI-assisted coding improves efficiency, quality, and ROI

🎧 Listen now to discover how AI is reshaping enterprise software engineering!

🔗 Follow us for more AI insights! Stay XTraw!

You can reach @ Luv Kapur

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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💡 What if AI didn’t just generate code, but composed it intelligently?

In this episode, I sit down with Gilad Shoham, Head of Development at Bit, to explore the future of AI-driven software composition and modular development.

🔍 Key Highlights:✅ Composable Software: Why modular development is the future
✅ AI in Development: Moving from code generation to code composition
✅ Scaling Teams: Managing consistency and velocity across distributed teams
✅ Enterprise Challenges: Dependency management, automation, and AI adoption

🎧 Listen now and discover how AI is revolutionizing software engineering!

🔗 Follow us for more AI insights!

You can reach @ Gilad Shoham

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Join Raghu Banda and Manjeet as they slice through February’s hottest AI headlines in this fast-paced, insightful episode.

From Meta’s $200B AI data center to AI bots developing secret languages, we cover:✅ The rise of DeepSeek and next-gen AI models
✅ Nvidia’s AI chip dominance—can they keep up?
✅ The AI-powered workplace—who’s really in charge?
✅ AI’s massive energy consumption—a looming crisis?
Global AI governance—who’s leading the charge?

🎧 Tune in to get the full scoop on the AI world this month! #XTrawAI #AISandwich

You can reach @ XTraw AI

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Join AI Raghu on this special episode of XTraw AI Podcast, where we unveil an exciting new white paper on Social Equity, set for release by the end of Q1 2025! 🚀

🎙️ What’s Inside This Episode?
✅ How AI & Blockchain are transforming Social Equity
✅ The power of Social Equity Score (SES) & Social Equity Coin (SEC)
✅ Real-world applications: Education, Healthcare, Sustainability & More
Exclusive sneak peek at upcoming guest interviews with AI & blockchain pioneers

Don’t miss this deep dive into the future of technology-driven equity!

🔗 Follow us & Stay Tuned!

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In this episode of XTrawAI, hostRaghu Banda sits down withRuss Henneberry, a leading AI-powered digital marketing expert and co-author ofDigital Marketing for Dummies. They explore:
🔹 The future of AI in marketing—1 year, 3 years, 5 years ahead
🔹 Common AI marketing mistakes and how to avoid them
🔹 How AI is enhancing, not replacing, marketing roles

Listen in for expert insights and strategies to leverage AI for marketing success! 🚀

You can reach @Russ Henneberry

My LinkedIn @Raghu Banda

Our Website @XTraw AI

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Do you know AI that transacts for you? Yes, that future is here. In this episode, Don Gossen, CEO of Nevermined, explains how AI agents powered by blockchain are revolutionizing commerce, creating self-executing payments, and enabling businesses to automate transactions like never before.

🔥 Highlights:✔️ Nevermined’s vision: AI-powered autonomous commerce
✔️ How AI & blockchain solve trust and security in digital payments
✔️ Real-world applications: From smart energy to AI-driven marketplaces

🎧 Listen now on Spotify, Apple Podcasts, YouTube, or XTrawAI.com!

You can reach @ Don Gossen

My LinkedIn @ Raghu Banda

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This episode 12 from season 12 is an interesting experiment covering AI news in Jan 2025.

What January 2025 Taught Us? In this episode, you will hear from an AI avatar of Raghu Banda in his AI cloned voice !🔹 Topics Covered:
✅ DeepSeek AI vs. U.S. AI supremacy
✅ Trump’s $500B Stargate Project & its impact
✅ How AI can prevent future wildfires
✅ Doomsday Clock & the role of AI in globalsecurity

🎙️ Tune in to explore how AI is shaping the future—for better or worse! Back to regular Expert interviews on AI from next week!You can reach @ Raghu Banda

My website @ XTraw AI

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Can joy be the secret ingredient to innovation in AI?
Join us in the Episode 111, the Season 12 premiere of XTraw AI as we sit down with Kevin Surace—AI pioneer, futurist, and CEO—to explore the transformative power of joy in technology. Discover insights from his forthcoming book, Joy Equals Success, and learn how embracing joy can lead to groundbreaking advancements in artificial intelligence.

Highlights include:

  • The Role of Joy in AI development
  • Insights from Joy Equals Success
  • Future Trends in AI

You can reach @ Kevin Surace

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Welcome to 2025! In this exciting finale of XTraw AI Podcast Season 11, we host Pianpian Xu Guthrie, CEO and co-founder of Amotions Inc. Dive into how her AI-powered platform is transforming professional development and empowering teams to thrive.

🎯 Key Highlights:

  • Discover the role of AI in mastering soft skills and boosting productivity.
  • Learn how continuous enablement drives success in dynamic environments.
  • Get inspired by Pianpian’s journey from rural China to Silicon Valley.

🎧 Don’t miss this inspiring conversation—Season 12 launches next week with more transformative episodes!

You can reach @ Pianpian

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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What will AI look like in 2025? 🤖 Will it go beyond the hype and deliver real-world impact?

Join Raghu Banda (and an AI clone!) as they explore the top 10 AI trends for 2025, from industry-specific GenAI and autonomous agents to Edge AI and AI-native platforms. Whether you're curious about AI's evolution or want to stay ahead in tech, this episode is packed with insights!

Stay tuned for more weekly episodes, and don’t miss out on:

  • Deep dives into cutting-edge AI innovations
  • Thought-provoking conversations with AI leaders
  • Predictions that will shape the future of business and technology

You can reach @ Raghu Banda

Our Website @ XTraw AI

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Join us as we reflect on 2024, a landmark year for technology, with 10 groundbreaking advancements that redefined the possibilities of AI, blockchain, and quantum computing.

In this episode, we’ll explore:

  • How multimodal AI revolutionized industries with creativity and automation.
  • The synergy of blockchain and AI in building trust and transparency.
  • Quantum computing’s unprecedented breakthroughs in speed and problem-solving.

Plus, a sneak peek into what 2025 holds for these transformative technologies. Don’t miss this engaging, insightful, and fun recap of a year that changed the tech landscape forever! 🎧

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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How would you survive if the next big global crisis wasn’t a natural disaster, but AI, aliens, or a tech-driven apocalypse? Join us on this episode as we speak with Sasha Zarustin, author of 2024: Attack on America. This electrifying episode dives into AI’s double-edged role in global crises, the mysteries of extraterrestrial life, and the resilience needed to navigate an uncertain future. Tune in now for a conversation that’s out of this world!

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Have you seen the movie "Breach"? Meet the real spyhunter behind the story! In this thrilling episode 106, former FBI operative Eric O’Neill shares how he took down Robert Hanssen and how those lessons shape his fight against today’s cybercrime and AI-driven threats. Tune in for actionable tips on protecting your data and your business in an increasingly connected world.

You will know more about:

  • Behind the Scenes of Spy Hunting
  • The Rise of AI in Cybercrime
  • Actionable Cybersecurity Tips

You can reach @ Eric O' Neill

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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What happens when storytelling meets AI?

In this episode 105 of the XTraw AI Podcast, we chat with Jim Matuga, the visionary entrepreneur behind StoryMaker. Discover how his AI-powered SaaS platform is transforming how businesses craft their brand narratives, making it easier than ever to connect authentically with audiences.

🌟 Highlights include:

  • Jim’s journey from media leadership to entrepreneurship
  • How StoryMaker empowers creativity through generative AI
  • A glimpse into the future of AI-driven storytelling

Stay tuned until the end for special insights and surprises!

You can reach @ Jim Matuga

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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What does it take to turn a great idea into a scalable solution? In this episode 104, join host Raghu Banda as he chats with Prasanna Kumar, CEO of AXIOMIO, about empowering ISV startups with end-to-end support, AXIOMIO’s unique approach to innovation, and how businesses can leverage AI to create differentiation in today’s digital landscape.

Highlights:

  • How AXIOMIO helps ISVs scale effectively.
  • The importance of blending business strategy with technology.
  • The future of digital transformation and AI’s evolving role.

🎧 Tune in now and explore the intersection of business, AI, and innovation!

You can reach @ Prasanna Kumar

My Linkedin @ Raghu Banda

Our Website @ XTraw AI

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In this episode 103, we explore the future of decentralized AI with David Minarsch, CEO of Valory. Discover how co-owned AI could reshape transparency, governance, and accountability in the tech landscape.

Learn:

  • David’s vision for community-driven, co-owned AI systems
  • How decentralized AI could redefine transparency and trust
  • Insights on the future of AI ownership, beyond big tech control

Join us as we reimagine the future of AI for all.

You can reach @ David Minarsch

My linkedIn@ Raghu Banda

Our Website @ XTraw AI

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In this episode of XTraw AI, our guests, Imran Chaudhri (Progress) and James Rice (Protegrity), dive into the key strategies for securing data while driving AI innovation. Learn how to:

  • Implement privacy-first AI to protect sensitive data
  • Break down data silos for better AI performance
  • Build security frameworks that enable responsible AI

Listen to this essential conversation on achieving secure, efficient AI success!

You can reach @ Imran Chaudhri @ James Rice

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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Welcome to Season 11 and our 101st episode of XTraw AI! In this milestone episode, we’re joined by Sishir Varghese, founder of Spectral Labs, to explore the groundbreaking "Onchain Agent Economy."

  • Learn how AI agents are setting new standards in decentralized finance with autonomous, AI-to-AI crypto transactions.
  • Listen in to discover how platforms like SYNTAX V2 are revolutionizing crypto trading
  • What the future holds for AI in finance.

You can reach @ Sishir Varghese

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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In this special milestone episode, the tables are turned! 🎙️ The original host, Raghu Banda, is interviewed by his digital twin (AI Raghu) about his second book, Building Social Equity with AI. In this engaging discussion, Raghu Banda aka rkbanda shares how AI and blockchain can work together to promote fairness, transparency, and accountability in various industries.

  • The inspiration behind Building Social Equity with AI
  • How AI can help tackle social inequities while maintaining quality and merit
  • Real-world examples of AI and blockchain driving positive societal change

Don't miss this unique AI-led conversation!

You can reach @ Raghu Banda

AI rkbanda @ XTraw AI

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In this special episode of the XTraw AI Podcast, the episode 99, we sit down with Marcus "Bellringer" Bell, the creative mastermind behind the world’s first AI Music superstar, Ravyn Lyte. Join us as

  • Marcus shares his journey from being a child prodigy musician to pioneering the fusion of AI and music
  • Discover how Ravyn Lyte, a virtual pop star, is making waves with music designed to promote peace and healing
  • Learn how AI is reshaping the music industry and how you can empower your creative journey with AI

You can reach @ Marcus

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI

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In this XTrawAI podcast episode 98, we engage with Peter Guirguis, founder and CEO of SwiftPress Support, a company dedicated to building affordable and effective websites and apps for small businesses. Peter brings his deep expertise in AI-driven web development to the forefront, offering valuable insights into how artificial intelligence can enhance website design and performance. Tune in to:

  • Role of AI in Website Engagement

  • WordPress Mastery and AI Tools

  • AI's future in Web Design

You can reach @ Peter Guirguis

My linkedIn @ Raghu Banda

Our website @ XTraw AIDiscover the future of WordPress with AI tools that increase conversions and streamline business operations.

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Can Your AI Handle the Future of Multi-Modal Data? 🚀

In this episode 97 of XTraw AI podcast, we explore this question with Vishakha Gupta, the CEO of Aperture Data. Discover how their groundbreaking solution, ApertureDB, is transforming data management by unifying diverse data types, integrating seamlessly into AI/ML workflows, and scaling effortlessly to meet the demands of enterprise applications.

Tune in to learn:

  • Unified Multi-Modal Data Management
  • Advanced AI and ML Integration
  • Build for Scalability and Efficiency

You can reach @ Vishakha Gupta

My linkedIn @ Raghu Banda

Our Website @ XTraw AI

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What are the secrets to effectively innovating with AI? In this episode 96, Jeff Standridge, a seasoned innovation consultant and growth strategist, shares his expertise on leveraging AI to drive transformative changes within organizations. Tune in to:

  • Unlock strategies to innovate with AI and transform your organization.
  • Discover three types of innovation: incremental, breakthrough, and disruptive.
  • Learn how leadership and customer-centric approaches drive successful AI integration.

You can reach @ Jeff Standridge

My linkedIn @ Raghu Banda

Our Website @ XTraw AIThis episode provides a roadmap for any organization looking to leverage AI to its full potential

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In this episode 95 of the XTrawAI podcast, we delve into this critical topic of getting the right data, the right way with Thomas Russell, the CEO of Verodat. The conversation unpacks the intricacies of the data supply chain and how it forms the backbone of effective AI-driven decision-making.Tune in to:

  • Discover how to master the data supply chain to enhance AI accuracy and decision-making.
  • Learn about the importance of contextual data, continuous supply, and proper attribution for reliable AI outcomes.
  • How to get the right data at the right time.

You can reach @ Thomas Russell

My linkedIn @ Raghu Banda

Our Website @ XTraw AI

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In the episode 94 of the XTrawAI podcast, host Raghu Banda engages in a fascinating discussion with Manjeet Singh, a seasoned expert in AI-driven transformations and enterprise applications. The conversation dives deep into how Artificial Intelligence (AI) and Generative AI (Gen AI) are transforming enterprise applications, pushing the boundaries of innovation, efficiency, and business value.

Tune in to learn more about:

  • Leveraging AI for business growth
  • The Role of Gen AI in enterprise innovation
  • How fitness is important in the mix of things

You can reach @ Manjeet Singh

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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In this episode 93 of the XTraw AI podcast, expert speechwriter Daron Christopher unravels the complexities of speechwriting in the modern Gen AI era with our host Raghu Banda. Daron, who has a remarkable career crafting speeches for senior leaders in corporate and non-profit sectors, shares his invaluable insights on finding authentic voices, leveraging storytelling, and making impactful speeches.:

  • Discover how AI is revolutionizing speechwriting with expert insights.
  • Learn the secrets to finding an authentic voice and leveraging storytelling in speeches.
  • Get practical tips for building strong relationships between leaders and speechwriters.

You can reach @ Daron Christopher

My linkedIn @ Raghu Banda

Our Website @ XTraw AI

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In Episode 92 of XTraw AI, we sit down with Owen Garitty, founder of FPW Media, to explore how AI is revolutionizing storytelling. Owen established FPW Media in 2013 with a mission to revolutionize traditional marketing by prioritizing client needs. FPW Media operates three in-house divisions such as brand, films, and merchandise ensuring clear communication and innovative solutions.

Tune in to learn about:

  • The role of AI in modern storytelling
  • Impact of AI on marketing strategies
  • Creating resonant brand stories in a fractured media ecosystem

You can reach @ Owen GarittyMy linkedIn @ Raghu Banda

Our Website @ XTraw AI

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In the Season 10 opener of XTraw AI, we sit down with Petra Molnar, author of "The Walls Have Eyes: Surviving Migration in the Age of Artificial Intelligence." Tune in as we explore how innovative border technologies can be harnessed responsibly, the importance of regulation, and the need to humanize migration. Stay tuned for more inspiring episodes this season!

Some key highlights include:

  • Exploring innovative border technologies for good
  • The need for regulation and oversight in AI
  • Humanizing migration through storytelling

You can reach @ Petra Molner

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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In this season 9 finale, the episode 90, I had an engaging conversation with Robert Maciejko, the co-founder of INSEAD AI to explore the pivotal topic of responsible AI. Tune in as we discuss the ethical considerations of AI development, inspiring examples of AI for social good, and strategies for building trust in AI technologies.

Some key highlights include:

  • Defining Responsible AI
  • Importance of Ethical considerations in AI
  • AI for social good

You can reach @ Robert Maciejko

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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Are you curious about how AI and innovation are shaping the future of work? In this episode of the XTraw AI podcast, I had a chat with Dan Chuparkoff, the CEO and founder of Reinvention Labs, an expert on innovation, AI, and team dynamics. With a rich background at Google and McKinsey, Dan shares insights on innovation, the future of work, team collaboration, and AI. He also gives a sneak peek into his upcoming book, set to release this fall. Don't miss this enlightening discussion where we explored topics around:

  • Innovation: Navigating and thriving in a rapidly evolving landscape.
  • The Future of Work: How AI and other technologies are reshaping our work environments.
  • Team Collaboration: Strategies for effective teamwork in a world of constant change.
  • AI: Leveraging AI for efficiency, creativity, and growth.

You can reach @ Dan ChuparkoffMy LinkedIn @ Raghu BandaOur Website @ XTraw AI

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Ever wondered how crucial API security is in today's digital landscape? 🚀

In the latest episode of the XTraw AI podcast, I had an enlightening conversation with @Sanjay Nagaraj from Traceable AI. We discussed how APIs serve as foundational elements for seamless communication and interaction between software components, and the vital role they play as intermediaries, allowing different applications to exchange data, access functionality, and integrate efficiently.

Tune in to learn:

  • The Importance of API Security: Why securing APIs is essential in today's interconnected world.
  • Innovative Solutions: How Traceable AI uses advanced AI and machine learning to detect and prevent API security threats in real-time.
  • Future Trends: Insights into the evolving API security landscape and how businesses can stay ahead of potential vulnerabilities.

You can reach @ Sanjay Nagaraj

My LinkedIn @ Raghu Banda

Our website @ XTraw AI

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What if you could dream beyond limits and write beyond words? In this episode of the XTraw AI podcast, I am joined by Marcelo Andrade, the co-founder of Dreamwriter AI. Together, we explore how Dreamwriter AI revolutionizes content creation, helping sales and marketing professionals design beautiful, on-brand premium content in minutes.You will understand, a few key aspects:

Custom Branding: Learn how Dreamwriter AI allows you to upload your logo, web page, and select brand colors to create tailored content.

Instant Creativity: Discover the plethora of templates available to produce captivating blog posts, presentations, and more in mere minutes.

Future of Content: Explore how AI-driven tools like Dreamwriter AI are reshaping the landscape of content creation and elevating marketing strategies.

You can reach @ Marcelo Andrade

My linkedIn @ Raghu Banda

Our website @ XTrawAI

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Have you ever wondered how can AI influence consulting and advisory roles? I had a very engaging conversation with Juergen Lindner, the co-founder of Evise.ai on this very topic and how Evise.ai can help bridge the gap between finding expert advise and consumers of building tech in the age of AI. Understand how AI tools and practices are

  • reshaping consulting and advisory practices

  • enhancing decision making processes

  • optimizing client outcomes

You can reach @ Juergen Lindner

My linkedIn @ Raghu Banda

Our website @ XTrawAI

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In this episode 85, also the second AI round table hosted by XTraw AI, I had the pleasure of talking with Sara Faatz, Director of Technology community relations at Progress and Dave Hoekstra, Product Evangelist from Calabrio. We talked about the aspects around customer experience, modernization and the impact of AI.

  • Developers harnessing AI to keep customer experience in mind.

  • Challenges faced by Customer experience organizations and how AI can mitigate them.

  • Landscape of Customer experience in the contact center industry.

You can reach on linkedIn @ Sara Faatz with Progress

You can reach on linkedIn @ Dave Hoekstra with Calabrio

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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In this episode 84, I had an interesting conversation with Rahul Singhal, the CMO of Innodata about how to unlock the power of AI.

  • Leverage AI to enhance data processing capabilities.

  • Automation of routine tasks with integrating AI technologies.

  • Innovative solutions development that incorporates AI to address complex data engineering challenges.

You can reach @ Rahul Singhal

My linkedIn @ Raghu Banda

Our website @ XTrawAI

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In this episode 83, I had an interesting conversation with JB, the founder of Kryotech and visionary technology on the important topic of encryption and AI for digital equity.

JB explains his thoughts on:

  • why governments should play more active role in AI

  • how crypto can help marginalized communities in the face of AI adoption

  • digital equity with AI and the importance of data privacy

You can reach @ JB

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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In this episode 82, we dive into the world of AI driven translation services with Motion Point and our guest Stephen Tyler explains the naunces in how it is done.

You will understand:

  • Why website localization is hard?

  • How can you optimize web content translation costs with AI leveraging Motion Point?

  • AI use cases and value in website content translation workflows.

You can reach on linkedIn @ Stephen Tyler

AI translation services @ https://www.motionpoint.com/

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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In this Season 9 opener, we are venturing into Video podcasts with XTraw AI. Kicking off the season in our 81st episode, we delve into the critical and timely themes of AI ethics, governance, and safety in our premier AI roundtable. It's an honor to welcome two esteemed guests who are at the forefront of their respective fields: Arati Raman, the innovative CEO and founder of Portal 26, and Dane Sherrets, the insightful Senior Solution Architect at Hackerone.

You will understand:

  • All about ethical AI development.

  • Importance of building AI safety and security protocols.

  • How Portal 26 and Hackerone are contributing in this space.

You can reach on linkedIn @ Arti Raman Portal26

You can reach on linkedIn @ Dane Sherrets HackerOne

My linkedIn @ Raghu Banda

Our website @ XTraw AI

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In this season 8 finale episode, I had the pleasure of talking with JC aka Juan Carlos Riveiro, the founder and CEO of Cercle AI on the topic of DNA based enterprise storage for better health outcomes using AI. Imagine storing exabytes of data in a device no larger than a sugar cube – that's the promise of DNA-based storage. We talked about how this technology works, and why is it a game-changer for healthcare? Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 79 of XTraw AI, I had an engaging conversation with a DJ turned tech entrepreneur, Peter Schroeder, the CEO and founder of Telzio about how AI is being leveraged to revolutionize the modern telephone infrastructure. We also briefly touched on the aspects of leadership principles needed while building companies! Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 78 of XTraw AI, I had an interesting conversation with Thomas Ryan, the CEO of BIGLY SALES on how AI is revolutionizing the sales landscape and transforming customer experiences. We explored the cutting-edge ways AI innovation is reshaping how businesses approach sales, enhancing efficiency, and creating more personalized and engaging customer interactions. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 77, also dubbed the 2 7s episode, I had an interesting conversation with Meghan Kennelly, the global marketing head of German Bionic on how to achieve workplace safety using AI and robotics technology. We discussed about the connected exoskeletons for the workplace, applying self learning and AI with the dynamic interplay between AI and robotics and its profound impact on safeguarding workers. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 76, I had an engaging conversation with Jorden Woods, a revered figure in Silicon Valley, a venture operator, startup advisor, serial entrepreneur, and the mind behind the number 1 rated course on Maven for building custom Gen AI models. We talked about the various aspects about why and how to build custom Gen AI models and how businesses can benefit with this course. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this diamond jubilee episode 75, I had an interesting and engaging conversation with Josh Tyson, the co-author of the wall street journal best seller "Age of Invisible Machines", the Director of Creative Content at OneReach.AI, the co-host of the Invisible Machines podcast. We delved into the Age of Invisible Machines and AI while exploring a future where technology and daily life are inextricably intertwined. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 74, I had an engaging conversation with Praveen Narra, the CEO and co-founder of Tech.US on the topic of the various benefits of AI and not just chatGPT. We discussed on the aspects of how we are transitioning from machine learning into the machine creativity phase and how AI is manifesting itself with the various applications across. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 73, I had an engaging conversation with Ha Dao, the founder of WOW DAO and WOW AI in the context of democratizing AI by decentralizing AI using blockchain. We briefly discussed about how blending AI with blockchain principles can not only enhance transparency and accessibility in AI but also create a more equitable technological landscape. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 72, had an interesting conversation with Kevin Killens, CEO of AHvos on the topic of how using better AI can help make AI better. We explored the challenges faced by businesses in integrating AI, the importance of scalability and customization in AI solutions, and how AHvos is pushing the boundaries to create AI that is not just a tool, but a transformative force in the business world. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this Season 8 Opener, the episode 71, I had an exciting and an engaging conversation with Dan Miller, the founder and lead tech analyst of Opus Research. Dan is a veteran tech analyst in the field of computers and conversational technologies for close to 4 decades. We discussed some interesting aspects about the role of transformative technologies and their impact on enterprises and consumer businesses. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. --- Send in a voice message: https://podcasters.spotify.com/pod/show/raghu-banda/message

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In this episode 70, also the season 7 finale, I had an engaging conversation with Colin S/ Levy, a well know legal tech expert and corporate lawyer on the impact of AI on the legal system. We discussed various aspects from automating routine tasks to revolutionizing legal research and influencing decision-making processes and how AI is both challenging and enhancing the traditional practices of law. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 69, I had a very interesting conversation with Robert Plotkin, the co-founder of blueshiftIP and also an author of the book "The Genie in the machine" on the topic technology and patent law with the impact of AI and Gen AI. We discussed how generative AI is challenging traditional notions of innovation and creativity, and what this means for inventors, companies, investors and the legal system. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 68, I had an engaging conversation with Patrick McFadin from DataStax on the aspects of vector databases and their impact on production level GenAI. We talked about how these vector databases are revolutionizing the way we store, access and analyze data making GenAI more efficient and effective than ever before. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 67, I had an interesting conversation with Govind Balu, the co-founder and CEO of QuaXigma about the vital role of data strategy in the context of AI and digital transformation. We also discussed some real-world examples of successful digital transformation initiatives in organizations. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

LinkedIn (Govind Balu)

LinkedIn (QuaXigma)

Website

Offers for listeners

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In this episode 66, I had an interesting conversation with Toni Keskinen, a CRO, an author, a chairman, a founding partner and he wears many more hats and is also a catalyst for customer and market driven transformation. We talked the aspects around what does customer centricity really mean and went into the details around the role of AI and ML into strategic discovery, design and implementation. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 65, I had an engaging conversation with Oren Netzer, the CEO and co-founder of DataHeroes about how you can build an ML model faster by using the methodology of Coresets for AI modeling. We talked about the aspects around how to use the a reduced dataset size without losing accuracy by using algorithms from computational geometry known as Coresets. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 64, I have been interviewed for a high school project looking up on the impact of AI into the real world applications specifically talking about education and the STEM fields. It was interesting to look back and talk my experiences and journey with the lens of AI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 63, I had an exciting conversation with Hardik Parikh, the Co-founder of Shaip on the aspects where and how data takes shape. We talked about a world about data pipelines with no bottlenecks and how you can work with huge amounts of structure big data sets across different categories from healthcare to technology. We briefly touch based on the aspects and the services around computer vision, speech and NLP as well. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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A quick re-cap of the XTrawAI podcasts from Sep 2023 and a peek into the future for October and Q4 2023 from XTrawAI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this episode 62, I had an interesting conversation with the CTO and co-founder of Findly.AI, Pedro Nascimento, on the topic of how to extrapolate business data for decisions and insights by breaking the technical barriers. It is interesting to note that Findly.AI aptly marries ChatGPT with business data by providing more information on your finger tips with understandable insights at a faster pace. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this Season 7 opener, the episode 61, I had the pleasure of talking with Boaz Mizrachi, the CTO and co-founder of Tactile mobility about the future of smart and autonomous cars. We discussed about the aspects of vehicles and the vehicle DNA which is not about just visual but also sensory and how you can add a "feel" factor while talking about autonomous vehicles of the future and how AI is playing a big role here. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 60, the season 6 finale, I had a conversation with expert guests from SAP, Priti Dhingra and Abhishek Mishra on the new capabilities and enhancements from ISLM. We also talked about the multiple ML platforms and tools and how ISLM is different from the SAP AI Launchpad. We come back in the second half of September 2023 with Season 7 on topics around the applications of LLM, core datasets, autonomous driving vehicles and how AI plays a big role there. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 59, I had an interesting conversation with an AI evangelist, an investor and an advisor, a founder himself and a serial entrepreneur, Thomas Neubert on the topic of how to build an AI echo system. We had an engaging conversation and discussed several aspects of what takes to not only build an AI echo system but take it global working with various corporates, governments, NGOs etc., We also talked about the Worldwide AI hackathon event and the upcoming conference on Sep 28,29 of 2023 and how you can get involved. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.


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A quick re-cap of the XTrawAI podcasts from Aug 2023 and a peek into the future for September and Q4 2023 from XTrawAI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 

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In this podcast 58, I had a detailed conversation with Manoj Shivji, from Dataiku about how enterprises are integrating AI into their business processes to create a broader impact on the enterprise landscape. We also talked in-depth about the data driven decision making for everyone highlighting the end-to-end platform for doing everyday AI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 


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In this podcast 57, I had the honor of inviting, Krish Ramineni, the co-founder and CEO of Fireflies.AI to talk about the future of work and how conversational intelligence plays a big role in it. We talked about the various aspects of remote work and how conversational intelligence plays a big role to transform conversations into actions. We did a deep dive into the concepts of voice assistants, transcribers and the tools there-on that augment and automate team's workflow with AI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.


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In this podcast 56, I had the privilege of inviting and talking to a guest, MEB (Marc-Elian Begin), the CEO and Co-founder of SixSq on the need for an edge devices platform in the context of AI. We talked about edge computing and specifically the NuvlaEdge platform which also acts as an app store to take away the management complexity while working on edge computing and cloud computing in the context of AI. We discussed all aspects of how companies and institutions can speed up their edge and cloud strategy while avoiding any lock-ins working with different vendors. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.


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In this special podcast 55, I the host of the XTrawAI podcast, have been interviewed by a school in the middle east about the influence of AI on english literature, authors, poets, play writers and more. I provide some interesting thoughts on the same with a few tidbits on how you can build upon it. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.


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In this podcast 54, I had the honor of inviting Manju Devadas, the co-founder and CEO of Pluto7 to talk about the data lead AI revolution happening with enterprise businesses. We discussed about the immense potential that AI holds in leveraging data, revolutionizing business operations, decision-making processes, and customer experiences using Google Cloud's advanced AI/ML and Generative AI capabilities into SAP systems with Pluto7. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 


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In this podcast 53, I had an interesting and engaging conversation with an author, an AI influencer, AI coach and mentor, Tobias Zwingmann. We discussed various topics around the influence of AI in the rapidly changing business world and how companies need to stay focused by doing the right things to transform the businesses. We also discussed how to create business value while innovating at the same time with AI. Tobias has built up over 50,000+ followers on linkedIn within an year and he also talks about that experience and how to stay current on the technologies. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 


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In this podcast 52, I had the honor of inviting and hosting a guest, Dr. Sreenivas Bhattiprolu aka Digital Sreeni, a luminary in the field of microscopy and digital solutions. He also maintains and hosts a popular YouTube channel with over 75K subscribers called "Digital Sreeni" on the topic of Image and data analysis in the context of AI. In our podcast conversation, we’ve explored how cutting-edge algorithms and techniques are revolutionizing the way we interpret and interact with visual data. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 


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In this season 6 opener, the 51st episode, I had an engaging conversation with Lukas NP Egger, on the topic of LLMs, AI and the impact on the current landscape. Our conversation floated around the large language models, the different applications of the same and also a brief philosophy around it. We also touched on the aspects of ethical AI and responsible AI etc. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 

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This is the first video podcast talking about the highlights around AI news and views around the globe along with a quick re-cap of the season 5 of XTrawAI podcast series. In the recap you see the AI generated images along with AI generated voice talking about the season 5 highlights. Stay tuned for season 6 with more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. The simulated AI voice of the famous youtuber Mr.Beast is used in the last segment!

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In this milestone 50th episode of our podcast, I had the pleasure of speaking with K. Rama Rao, the founder and CEO of bloqcube on the aspects of how you can speed-up drug discovery and clinical trials using technologies like AI and blockchain. My conversation with Rama enlightened me about the broad prospects of how the health care industry can benefit leveraging blockchain with AI. We talked the concepts of how de-centralized clinical trials and testing can fasten the drug discovery process in the long run. This is the season finale of Season 5 and we come back in June 2023 with Season 6 on topics around the applications of LLM and how AI plays a big role there. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. 

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In this podcast 49, I had a detailed conversation with an SAP guest, Karsten Iling on the one SAP Digital Assistant. Here in this engaging conversation, we talk about the transition from SAP Conversational AI to the SAP Digital Assistant and how it will shape the intelligent enterprise. We also touch base briefly on the current buzz into the chatbots around ChatGPT etc. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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A hashed recap of podcasts from April 2023 - you can listen detailed sessions in the respective podcasts! Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications in May 2023 when we will be hitting the 50th episode as well as ending the season5.

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In this podcast 48, I had a detailed conversation with Audrey Smith, the COO of ML Twist on the aspects of data privacy and data labeling operations in the context of AI and how it contributes to the transparency of AI models. We also explored how data labeling operations can help us understand on how AI models make decisions and the ethical implications of these decisions. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. The welcome and wrap-up message is recorded in the simulated AI voice of Patrick Stewart!

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In this podcast 47, we venture into the healthcare space and the influence of AI/ML. We had an engaging conversation with Ittai Dayan, the CEO and co-founder of Rhino health and discussed the various aspects of using AI/ML to improve diagnostics, treatment, and patient care. We discussed how the platform enables early detection of diseases, increases the accuracy of diagnoses, and tailors treatment plans to individual patients' needs. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications. The welcome and wrap-up message is recorded in the simulated AI voice of Dr. Morgan Freeman!

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A hashed recap of podcasts from Mar 2023 - you can listen detailed sessions in the respective podcasts! Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 46, we simulated a podcast conversation between the host, chatGPT4 and BardAI with questions around AI. The beauty is that we have used simulated voices of Elon Musk and Joe Rogan for chatGPT4 and BardAI respectively via VoiceAI software. While the questions are real and asked by the host Raghu Banda, the answers are generated respectively by chatGPT4 and BardAI and transformed via the voice AI software. An interesting experiment on both these platforms which are in beta mode now! Hence expect the quality of conversation accordingly. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 45, I had an intense conversation with Yonatan Geifman, co-founder and CEO of DeciAI about how innovation is happening on deep learning platforms with AI. We discussed thoughts around how deep learning models can be built better, faster and cheaper with AI using the AutonNAC technology. He also provided some thoughts around how you can democratize the use of NAC search to help teams perform better while developing NLP and computer vision models etc. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 44, I had a detailed conversation with a data science and machine learning lead from SAP, Nick Pendar on the aspects of how SAP is innovating with AI in the CX space. We have discussed the various solutions in the CX space - marketing cloud, service cloud, sales cloud and commerce cloud and highlighted the aspects of how personalized experiences and recommendations are provided to the customers etc. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 43, I had a detailed conversation with a guest, Dr. Pandian, about the  various different customer experiences from the standpoint of a services organization or a systems integrator in the context of building Enterprise AI projects and products. Dr. Pandian is a pioneer in the world of AI with a Ph.D in high performance numerical and symbolic algorithms for real-time applications from IISc., bangalore, India. In the podcast we will delve into the various aspects of building enterprise AI projects, including data collection, processing, modelling, deployment and monitoring. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this podcast 42, I had an engaging conversation with Sathish, a fintech Product Executive on how AI is influencing the industry. Sathish has a wealth of experience as a CPO, CPTO with some major companies and worked around the globe on various aspects of AI influence in Fintech. We talked about how AI is shaping the global banking landscape while highlighting on the key aspects of data driven architecture that is key in this transformation. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this 41st podcast, we start the season 5 with an engaging conversation on the importance of training data and the quality of training data while working on large AI projects or language models. Our guest, Daniel Tapas, the co-founder and CEO of SigmaAI takes us thru' the journey of the people, processes and technologies while working with huge volumes of data and building better data annotation services for enterprise firms and consumer software firms. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this 40th podcast, ending season 4 on an interesting conversation with a guest from Footprint Analytics, Alex Cooper on the topic of how to analyze blockchain data in the context of AI. We briefly discussed the aspects of how to uncover, extract and visualize the blockchain data across the different chains including NFT and GameFi data. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this ninth podcast of the Season 4, I had an engaging conversation with a guest from SAP, Hadi Hares, on the topic of SAP's AI tools and how they can be leveraged in the context of building intelligent services and intelligent enterprise applications. We also briefly discuss the various aspects of doing machine learning with the SAP AI tools and analyze the various approaches of doing machine learning and embedding intelligence into the enterprise applications. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this eighth podcast of our season 4, also the first podcast in the new year tWenty23, I have a guest, Kumar Chivukula, the co-founder of Opsera and we talked about the importance of dev Ops and dev secOps in the context of AI. Kumar discussed the various pain points in the dev Ops lifecycle and how Opsera helps address these for enterprise and consumer software companies which eventually help the AI implementations. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this seventh podcast of our season 4, also the last podcast of the year tWenty22, I talked with a guest on the topic of mis-information and dis-information in the age of AI. Our guest, Eric Olson, the ceo and co-founder of Consensus discusses about how the search industry is getting disrupted with intelligent and expert validated search for personalized user experiences and challenge the googles of the world. This goes on to explain how important it is in this age of user verification and validation that is being accomplished under the leadership of Elon Musk at twitter. Stay tuned for more interesting conversations in the new year tWenty23 from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this sixth podcast of our season 4, I had an interesting conversation, with Subha Ramachandran from SAP, on edge computing in the context of AI. We discussed around the different aspects of always edge and occasional edge and the different edge services provided by SAP in this context with a look into the future. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this fifth podcast of our season 4, I give you a brief sneak peak into the future of topics all AI from XTrawAI. I provide some thoughts about the AI processes and steps, pillars of AI, domains using AI, technologies and approaches of SAP's AI, Futuristic topics around AI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this fourth podcast of our season 4, I had an interesting conversation with the CEO and founder of Labelbox, Manu Sharma, and we discussed the various labeling techniques and labeling services in the context of AI projects. The conversation centered around how enterprises and consumer software companies can benefit immensely with this data engine platform across all kinds of labeling services. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this third podcast of our season 4, I had a detailed conversation with a guest from a start-up in the context of product observability, feature usage and telemetry in the realm of AI. Our guest, John Cutler(from Amplitude), talks about the importance of being product aware for analysts rather than just being analytics driven usage for the product experts. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.

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In this second podcast of our season 4, I had an engaging conversation with 2 of our guests from an AI start-up on ML platforms. Our guests Amber Roberts and Dat Ngo, talk about how ML observability is important in the realm of building and monitoring ML models for enterprises and consumer businesses. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.


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In the first podcast of our season 4, I will be having a conversation with a start-up founder, Daria Fedko, from Ukraine on the topic of Metaverse and how AI is leveraged. Though Ukraine is a war-torn nation, Daria Fedko was able to spend some quality time to talk about how AR / VR is used in the context of metaverse and how AI can play a big role here. Season 4 is here and stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.


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In this podcast 10 of season 3, I have the pleasure of talking with 2 guests from a partner organization EMQX on the topic of IoT data infrastructure in the context of AI. We talk about the different aspects of IoT starting with the MQTT protocols etc., dating back to the late 90s and the whole enchilada about how IoT services evolved and how data analytics play a big role. This is all tied with how currently IoT services are embedded into the enterprise applications and more.


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In this podcast9 in the season3, I had a detailed conversation with 2 SAP guests on the topic of AI based personalized recommendation service. We talk about the different aspects of recommendation services and how AI/ML based recommendation services evolved and how personalization plays a big role here. Different examples across retail, commerce cloud, HR and real content based recommendations with details about the different kinds of recommendation services are also discussed. This conversation dives a bit deeper into the aspects of how recommendation services are even built.


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In the eighth podcast of our third season, I have a very interesting conversation with a speaker from SAP Signavio on the topic of innovation in the context of AI. This concludes the two-part series which started in the last podcast, where we talked about process innovation and RPA. In this podcast, we will be extending that conversation with workflow automation and SAP Signavio. Ofcourse we will be starting the conversation with the culture of innovation and how AI fits into it and later talk about process automation etc., in the bigger scheme of things AI.


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In this podcast7 in the season3, I have a conversation with a guest from SAP focused on understanding how end-to-end business processes can be enhanced with process automation. We also talk a bit more into the context of what is available from SAP in the context of RPA bots that are integrated with the end-to-end processes in SAP and how the customers and partners can leverage them and build more.


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In this podcast6 in the season3, we will be having a detailed conversation with 2 guests from SAP focused on how the situation handling framework, another key pillar in AI, is leveraged in building AI embedded end-to-end business processes. The concept of situation handling is pioneered by SAP and hence it would be interesting to listen into how these user centric human behaviors are handled in these AI driven processes.


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In this podcast5 in the season5, we will be having a detailed conversation with 2 guests from SAP explaining how AI is helping in the public sector domain. This is an interesting conversation where-in we touch base briefly on how global and local governments are actively pursuing to use AI in their daily needs to identify fraud and delays. The AI journey has just started and a lot more to unearth with SAP apps in the AI space!


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In this podcast4 in season3, we will be having a detailed conversation with a start-up founder from the ML Ops platform Katonic AI as an example. The conversation focuses mainly around how enterprises benefit while leveraging the ML Ops platforms in the context of infusing intelligence into their business processes or solving the business needs. We talk about the various stages involved in an AI project flow and the current need of ML Ops on the lines of dev Ops! This is a good addition to the recently written article on the same topic by me at the medium blogs and this podcast also serves as a transition from my earlier podcast #23.


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In this podcast3 in season3, we will be having a detailed conversation with 2 of our SAP AI experts working on AI projects and implementations. The conversation basically touches upon the various stages involved in an AI project flow with the enterprise customers and also the various data science tools used there of! This is a good addition to the recently written article on the same topic by me at the medium blogs.


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In this podcast 2 in season3, we will be having a detailed conversation with an expert from the realm of conversational AI. You will experience an engaging conversation on the concepts of conversational AI and how this is evolving into digital assistants and we tie this into the enterprise context and also explain how SAP is helping customers in this space. 


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In this podcast 1 season 3, we will be having a conversation with an AI expert and an evangelist from SAP on the topic of application embedded AI and how this will help design and define better business outcomes for the enterprise customers. We will also briefly touchbase on the various other AI technologies used in the context of an end-to-end process which will kick start our forthcoming conversations for the season 3.


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In this podcast 10 season 2, we will be having an in-depth conversation with our experts from the ISLM team to provide some thoughts about the new enhancements in the ISLM framework and how SAP apps can benefit out of it. We will also be discussing about how the customers and partners can benefit using the ISLM framework for building intelligence into their business processes.


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In this podcast 9 season 2, we will be having an in-depth conversation with 2 of our data scientists from our machine learning team. We will be focusing our discussion about how different is the enterprise space while comparing it with the consumer space and the key aspects around the importance of data. We also touch base on some of the techniques of doing AI modeling in the context of some real enterprise use cases.


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In this podcast 8 season 2, we will be having a conversation with 2 of our data science experts who worked with enterprise customers in the machine learning space. We will discuss a few examples and also the guidelines and principles in doing machine learning in the enterprise customer space.


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A brief teaser into the topics focused on machine learning and SAP apps in the year of tWenty22 aka 2022. Stay tuned and connected on the upcoming podcast sessions in 2022.


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In this podcast 7 season 2, we will be having a conversation with our product experts Robert McGrath and Antoine Chabert from SAP Analytics cloud to discuss the smart features that are available for doing machine learning in the context of SAP S/4HANA. The conversation mainly focuses on the smart assist and smart predict features in SAP Analytics Cloud with some examples of how SAP S/4HANA and SAP SuccessFactors can leverage them. 


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In this podcast 6 of season 2, we have a detailed conversation of how machine learning and predictive analytics enhances the planning functionality with SAP S/4HANA. This is an expert chat with Mark Burke who is the guru of Planning with SAP. Mark provides his thoughts about how planning functionality is enhanced with machine learning and discusses briefly the various examples such as the workforce management, sales & operational planning, financial planning & analysis. In this podcast, we also discuss briefly the various SAP planning solutions leveraged in the context of SAP S/4HANA.


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In this podcast 5 in the season 2, we will be having a conversation with Sreedhar Muthuramalingam, the chief product expert, about how analytics is leveraged in the context of machine learning. We also discuss the various analytics tools and solutions at a high level on how they can be utilized for machine learning with SAP S/4HANA, SAP Business Technology Platform and SAP Analytics Cloud.


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In this Podcast 4 in the Season 2, we will be having a conversation with 2 experts from the AI business services (Roberto Falk) and ISLM (Manikandan Rajasekar) to understand the behind scenes technical concepts of how AI business services are leveraged in the context of SAP S/4HANA. The conversation with the experts also provides you some technical know-how on these AI business services utilizing the ISLM framework for SAP S/4HANA.


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In this Podcast 3 in the Season 2, we will be having a conversation with 2 experts from the AI business services (Jana Wuerth) and SAP S/4HANA (Yannick Peterschmitt) to understand how the AI business services are consumed with SAP S/4HANA. The conversation with the experts also provides you some thoughts on how you can go about leveraging some of those AI business services with SAP S/4HANA.


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In this Podcast 2 in the Season 2, we will be chatting with another SAP expert, Marion Schlotte from the ISLM product management team to do a deep-dive into the core framework of ISLM that is used as a foundation in the life cycle management of machine learning with SAP S/4HANA. In this in-depth conversation we discuss on how ISLM is leveraged for both the embedded and side-by-side models while enabling machine learning with SAP S/4HANA.


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In this Season 2 podcast series, we will chat with SAP Experts from the various technology and business teams to understand the various aspects of machine learning with SAP S/4HANA. In this Podcast 1 in Season 2, we will be chatting with Priti Dhingra, from the ISLM product management in the context of machine learning with SAP S/4HANA. The main focus of this podcast is on the overview of ISLM technology and how it is used in the context of embedding machine learning into SAP S/4HANA business processes.


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In this podcast 10, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Produce Line of Business. We discuss at a high level in the manufacturing and supply chain domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.

This ends the season 1. 


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In this podcast 9, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Sales Line of Business. We discuss at a high level in the sales domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.


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In this podcast 8, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Procure Line of Business. We discuss at a high level in the procurement domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.


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In this podcast 7, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Finance Line of Business. We discuss at a high level in the finance domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.


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In this 6th podcast, we shall focus on how the machine learning and predictive services are leveraged from the SAP Analytics Cloud using the side-by-side approach. Here the focus is more on the business user that could leverage the SAP Analytics Cloud to create quick templates or dashboards that have built-in predictions based on the SAP S/4HANA functionality.


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In this 5th podcast, we discuss in detail about how the machine learning services are built in a side-by-side model on SAP Cloud platform by leveraging the AI business services and SAP Data Intelligence and how they are consumed into the SAP S/4HANA stack or any other 3rd party application. Like the podcasts 3 and 4, this is also a bit more technical talking about the architecture concepts etc.


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In this 4th podcast, we talk about the detailed architecture and a discussion around the embedded machine learning models in SAP S/4HANA. 


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In this 3rd pod cast session, a brief intro into the architecture concepts and the guiding principles used in leveraging machine learning with SAP S/4HANA.


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In this 2nd podcast session, I will be talking about a brief history and background of myself and then about machine learning with SAP. While the first section focuses on my history and journey, the 2nd section in this session focuses on SAP's journey from pre SAP S/4HANA days into the AI world.


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This is going to be a pod cast series happening 1-2 times a month. In this introduction episode you will get an overview of machine learning with SAP S/4HANA.


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This is a pre-announcement or a trailer clip to the podcast series on machine learning with SAP S/4HANA.


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