Tech Insights for Visionaries: Recent Episodes
MobiDev
At MobiDev, we invest a lot in technology researches to provide our clients with the smartest ways to achieve their business goals. "Tech Insights for Visionaries" is a way to understand how technologies are changing people's lives, listen to tech experts discussing the latest industry trends, and get inspired to create your own game-changing product. For more valuable tech insights visit our website: https://mobidev.biz/
Imagine access to an expert who knows your spending behavior, can tell you how to save money, how to increase capital and how to achieve your financial goals. And what if such an assistant is powered by artificial intelligence and can do all this right from your smartphone? Listen to this podcast and find the answers to the most common questions related to the development of a financial management application. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/how-to-build-an-ai-powered-financial-assistant-app
00:22 MobiDev, a software development company
00:40 Intro
01:13 Personal Finance Market Status in 2022
01:52 What is Personal Financial Assistant
02:42 Open banking standart
03:24 Kinds of Personal Finance Apps
04:33 Key features of Financial Assistance Apps
05:09 The role of AI in Personal Finance Apps
06:23 Biometric Authentication for data protection
07:34 NLP and NLU for Conversational AI
09:34 Receipt recognition
11:16 Users’ benefit of linking the app to bank account
11:36 Open banking APIs
14:52 Regulations to consider
16:15 EU AI Act
17:16 Conclusion
MobiDev is an international software engineering company with headquarters in US and UK and R&D centers in Poland and Ukraine. The company is focused on helping visionaries create their products. MobiDev invests in technology research and has years of experience building AI-powered solutions, and implementing machine learning, augmented reality, and IoT.
They can help you get an appointment or order a pizza, find the best ticket deals and bring your attention to the fact you are spending a lot on entertainment instead of investments. We are talking about AI virtual assistants, which have already become a familiar part of our daily lives. But what technologies are under the hood of AI assistants and how can you leverage them in your business? Find all the answers in this podcast. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/ai-virtual-assistant-technology-guide
00:10 MobiDev, a software development company
00:32 Intro
00:55 What are Intelligent Virtual assistants (IVA)
02:44 AI role
03:23 Key benefits of IVA for business
04:42 Types of IVA
07:15 Technologies behind AI IVA: Speech to text
08:04 Text to speech
08:55 Computer vision
09:52 Noise control
10:42 Speech compression
11:27 Natural language processing (NLP)
12:14 Natural language understanding (NLU)
12:57 Natural language generation (NLG)
13:50 Deep learning
14:47 Augmented Reality (AR) for IVA examples
16:20 Creating with Generative Adversarial Networks (GANs)
17:37 Interpreting human emotions
19:07 Challenges for AI IVA
20:00 The future of AI IVA
20:31 IVA and Metaverse
21:00 Conclusion
MobiDev is an international software engineering company with headquarters in US and UK and R&D centers in Poland and Ukraine. The company is focused on helping visionaries create their products. MobiDev invests in technology research and has years of experience building AI-powered solutions, and implementing machine learning, augmented reality, and IoT.
The idea of checkout-free shopping in venues crystalized as Amazon Go, Tesco, Walmart, and many more. The idea of using fully-automated checkout with computer vision is a successful example of retail automation. But, a few store owners want to build a whole new outlet to run their business offline. As it requires an integrated software infrastructure, as well as imposes development and financial challenges. In this episode, we’ll analyze how any brick-and-mortar store can be automated with computer vision systems. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/how-to-implement-ai-self-checkout-in-retail-if-you-are-not-amazon
00:21 MobiDev, a software development company
00:52 Intro
02:20 Automated Self Checkout Technologies
03:18 Complications with Facial Recognition
04:30 «Who took what» problem
05:03 Human Pose Estimation for Amazon
05:37 Distinguish fairly similar products
06:10 Computer Vision for smaller retailers
07:56 Computer Vision for foodservice
09:08 AI-based checkout - requirements to consider
10:58 Data collection recommendations
11:50 Training the model
12:48 Model retraining
13:29 Required infrastructure
14:25 Privacy restrictions
15:06 Conclusion
MobiDev is an international software engineering company with headquarters in US and UK and R&D centers in Poland and Ukraine. The company is focused on helping visionaries create their products. MobiDev invests in technology research and has years of experience building AI-powered solutions, and implementing machine learning, augmented reality, and IoT.
The Internet of Things plays a key role in digital transformation. However, information security and privacy issues related to IoT devices have attracted global attention. IoT vulnerabilities continue to emerge, making it critical for manufacturers to emphasize IoT security by design. In this podcast we review some of the common cybersecurity threats facilitated by IoT devices and best practices that can improve your security posture. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/mitigate-internet-of-things-iot-security-threats
00:26 MobiDev, a software development company
00:52 Intro
01:42 IoT botnets
02:52 IoT data breach
03:23 Shadow IoT
04:04 IoT security breaches in history
06:55 Security best practices: IoT security analyticks
07:57 Security best practices: network segmentation
09:12 Security best practices: device authentication
09:42 AI and ML technologies for IoT security
10:32 Intrusion Detection Systems (IDS)
11:26 Conclusion
MobiDev is an international software engineering company with offices in Poland and Ukraine. The company is focused on helping visionaries create their products. MobiDev invests into technology research and has years of experience building AI-powered solutions, implementing machine learning, augmented reality, and IoT.
According to 2020’s McKinsey Global Survey on artificial intelligence (AI), in 2020 more than 50% of companies have adopted AI in at least one business unit or function, so we witness the emergence of new AI trends. In this podcast we aim to overview new and current trends that emerged in 2021 and will be increasing in 2022, so that companies can make projections of the AI future and successfully mitigate risks. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/future-artificial-intelligence-technology-ai-trends
Mentioned cases:
https://mobidev.biz/blog/ai-computer-vision-real-time-video-processing
https://jaxenter.com/women-in-tech-taranenko-174188.html
00:29 MobiDev, a software development company
00:53 Intro
02:08 Growth of AI implementation
03:13 AI in security and surveillance
04:54 AI in real-time video processing
07:20 AI for content creation and chatbots
09:01 Other NLP solutions
09:41 Use of GANs
10:23 AI-driven visual inspection for production
11:21 AI in healthcare
12:15 No-code AI platforms
13:47 Diversity in AI
15:04 Conclusion
Industry leaders around the world are using artificial intelligence to enhance their business with marketing technology. Whether it’s analyzing consumer interests and data, guiding sales decisions and social media campaigns or other applications, artificial intelligence is changing the way we understand marketing in many industries. In this podcast we talk about the latest ways that businesses can utilize these powerful tools to achieve their marketing goals. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/artificial-intelligence-ai-marketing-use-cases
Mentioned case: https://mobidev.biz/case-studies/erp-software-development-data-science
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00:33 MobiDev, a software development company
01:00 Intro
01:43 AI relevance for business
03:28 AI in marketing research
04:40 Predictive marketing analytics
06:33 MobiDev recommendation system
06:55 Dynamic pricing and demand forecasting
09:15 AI in content and video production
10:46 GANs technology
11:10 AI in e-mail marketing
12:05 Future of AI in marketing
As we press on into the future, it’s critical to remain mindful of the trends driving healthcare technology in 2022. It’s important that we consider how legacy systems can integrate with newer technologies or how they may eventually be replaced with more reliable systems. The focus should be on improving performance, productivity, efficiency, and security without sacrificing reliability or accessibility. In this episode we discuss the most important technologies that have the potential to transform your organization. The overview is based on the experience of MobiDev's experts.
The article on this topic is available at: https://mobidev.biz/blog/technology-trends-healthcare-digital-transformation
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00:26 MobiDev, a software development company
00:52 Intro
01:48 AI role in healthcare
03:00 AI in diagnosis and drug development
03:52 AI in mental health
04:20 Chatbots and NLP
05:00 Key element to AI healthcare solutions
05:32 Telemedicine
06:35 Video-conferencing solution for healthcare
07:17 Storing data for healthcare institutions
08:00 AR/VR in healthcare
11:13 IoT and wearables in healthcare
13:15 The Internet of Bodies
14:32 Security and privacy
15:19 Communication with patients
17:00 Organ Care System
18:31 Bioprinting
19:35 Future of healthcare technology
Companies often face difficulties while moving toward Single Sign-on (SSO) implementation. Many of them are stuck at step one, trying to figure out SSO benefits, best practices of implementation, types, protocols, and other basic stuff. In this episode of Tech Insights for Visionaries these questions are clarified. Moreover, we'll share MobiDev’s experience on reinventing the wheel for using SSO between mobile applications in the most convenient way.
The article on this topic is available at: https://mobidev.biz/blog/single-sign-on-sso-implementation-benefits-enterprise
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00:33 MobiDev, a software development company
01:03 Intro
02:09 Types of SSO
02:47 Reasons to use SSO
03:35 Risk prevention
04:28 Implementation options
05:55 SSO with WebView
07:20 SSO and system browser
08:00 In App Browser
09:38 MobiDev approach to SSO
11:28 Deep linking
13:25 Conclusion
What is Node.js? How does it work, and is it still relevant in today’s technological and business landscape? More importantly, why are so many big-name companies and professional developers using it? These are the questions answered in this episode of Tech Insights for Visionaries. The overview is based on the experience of MobiDev's JavaScript Team experts.
The article on this topic is available at: https://mobidev.biz/blog/node-js-for-backend-development
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00:26 MobiDev, a software development company
00:55 Intro
01:32 Node.js overview
03:32 Frameworks and approaches: NestJS
04:50 Electron
06:45 Deno
07:55 Why to choose Node.js?
09:17 Node.js for IoT solutions
10:10 Case study with Node.js
11:13 Comparing Node.js with Java
12:12 Comparing Node.js with Python
12:52 When not to use Node.js
13:47 Conclusion
Is it possible for a technology solution to replace fitness coaches? From a technology point of view, this high-level requirement leads to 3D human pose estimation technology - a computer vision-based technology that detects and analyzes human posture. In this episode, you will get to know about how 3D human pose estimation can be developed and implemented for the AI fitness coach solution. The overview is based on the experience of MobiDev's ML Team experts.
The article on this topic is available at: https://mobidev.biz/blog/human-pose-estimation-ai-personal-fitness-coach
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00:20 MobiDev, a software development company
00:40 Intro
01:27 3D Human pose estimation technology
02:15 Models to estimate human posture
03:25 Difference between 2D and 3D estimation
04:07 AI-based fitness coaching apps
05:51 How 3D human pose estimation works
07:00 MobiDev case
10:13 Common user mistakes
11:50 Information displayed
12:30 Conclusion
It appears that Apache Cordova won’t be included in the list of frameworks that power hybrid web apps for mobile devices. In this episode you will discover answers to the most common questions related to the relevance of Cordova and its alternatives, including Flutter, React Native, Xamarin, Ionic and NativeScript in 2022. The overview is based on the experience of MobiDev's Mobile Development Team experts.
The article on this topic is available at: https://mobidev.biz/blog/apache-cordova-alternatives-cross-platform-mobile-app-development
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00:20 MobiDev, a software development company
00:40 Intro
01:00 What is Apache Cordova
02:12 Reasons for retiremant
02:47 What happens to existing apps
03:56 Cordova’s future prospects
05:12 What to use instead
05:44 Flutter
07:26 React Native
08:47 Ionic
10:12 Native Script
11:35 Xamarin
12:44 Conclusion
In this episode, we’ll talk about Progressive Web Apps (PWAs) - a fairly recent trend in web and mobile web development. Employing this technology has many benefits, though there are also some drawbacks to consider. Listen and find out how and when you should use and should NOT use this technology now and in 2022. The overview is based on the experience of MobiDev's Web Development Team experts.
The article on this topic is available at: https://mobidev.biz/blog/why-when-use-progressive-web-app-pwa-development
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00:20 MobiDev, a software development company
00:40 Intro
02:03 Benefits of Progressive Web Development (PWA)
02:34 Drawbacks of PWA
02:55 The Use of PWAs
04:05 PWA Compared to Other Technologies
05:25 PWA Support on Different Platforms
07:00 Platform Limitations of PWA Support
08:39 The Current State of PWA in 2021
10:28 The Future Expectations
11:09 Should Your Business Use PWA?
12:21 Recommendations on Making a PWA
In this episode, we’ll consider the latest web development trends and innovations. Running a web project has become more difficult. CTOs and Product Owners can feel FOMO (fear of missing out), considering the number of existing tech trends. The high price for any mistake makes them feel a chill running up and down the spine, especially in the case of large projects. This podcast helps to deal with these issues. Preference will be given to the technology stack that enables you to shorten development times, increase performance and security. The overview is based on the experience of MobiDev's Web Development Team experts.
The article on this topic is available at: https://mobidev.biz/blog/latest-web-development-trends-new-technologies
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00:38 MobiDev, a software development company
00:40 Intro
01:21 Trend 1. Optimal Infrastructure
01:55 Types of Infrastructure Services
04:05 Trend 2. JAMstack
06:55 Trend 3. Static Site Generators (SSGs)
08:01 Trend 4. Headless CMS
09:26 Trend 5. Uniting Servesless Solutions and Microservices
10:11 Trend 6. Acessing Custom API
10:59 Enterprise Web Development Trends
12:43 AI Solutions in Apps
13:38 Modernising Legacy Apps
14:30 Low-code Platforms
15:40 Enterprise Tools: Sentry
16:20 Enterprise Tools: ML Flow
17:14 Enterprise Tools: GitHub Actions
18:09 Future of Web Development
In this episode, we’ll talk about artificial intelligence in biometric authentication systems. With more advanced biometric authentication, verification, and identification technology at our disposal in 2021 than ever before, we can make industry systems more secure while maintaining efficiency and accessibility. We’ll focus on different approaches and talk about physical and behavioral biometrics. The overview is based on the experience of MobiDev's ML Team experts.
The article on this topic is available at: https://mobidev.biz/blog/ai-biometrics-technology-authentication-verification-security
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00:17 MobiDev, a software development company
00:35 Intro
00:40 Data breaches
02:30 How to improve response time
04:00 Use of AI Biometric Technology
04:45 Facial recognition with AI
06:27 Voice recognition with AI
07:23 Iris scanning Technology
09:18 Fingerprints scanning
11:21 How AI can improve Biometric Authentication systems
12:05 Behavioural Biometrics measurements
14:25 Example with Facial recognition
15:40 Voice recognition example
16:10 MobiDev’s AI-based Biometric Authentication solution
17:03 Conclusion
In this episode, we’ll debunk a popular myth about machines only learning from large amounts of data, and share a use case of applying ML with a small dataset. We’ll focus on the task of object detection to understand machine learning applications in the real world. The overview is based on the experience of MobiDev's ML Team experts.
The article on this topic is available at: https://mobidev.biz/blog/object-detection-small-datasets-use-cases-machine-learning
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00:30 MobiDev, a software development company
00:55 Intro
01:20 Object Detection use
01:45 Machine Learning in Object Detection
02:53 Object Detection solution process
04:05 Case Study
05:32 Phase 1. Image collecting
06:15 Image annotations for Object Detection
06:42 Phase 2. Faster R-CNN
07:45 One-stage detectors
08:43 Feature Pyramid Networks
09:05 Amount of data
10:15 Phase 3. Exploration of trained models performance
11:15 Conclusion
In this episode, we’ll discuss the concept of visual Inspection powered by artificial intelligence, and its usage for defect detection. We’ll talk about practical solutions artificial intelligence aims to provide to businesses and precisely about quality control and defect detection. The overview is based on the experience of MobiDev's ML Team experts.
The article on this topic is available at: https://mobidev.biz/blog/ai-visual-inspection-deep-learning-computer-vision-defect-detection
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00:10 Intro. Visual inspection powered by AI
00:22 MobiDev, a software development company
01:10 The concept of AI-based visual inspection
02:08 Example of defect detection technology
02:40 Step 1. AI visual inspection system. State the problem
03:40 Step 2. Gather and prepare the data
04:42 Step 3. Developing a deep learning model
05:45 Step 4. Train the model
06:06 Step 5. Deployment and improvements
07:43 Use cases for visual inspection.
09:30 Summary
In this episode, we'll overview Machine Learning Trends in 2021-2022, which can impact businesses. The overview is based on the experience of MobiDev's ML Team experts.
The article on this topic is available at: https://mobidev.biz/blog/future-machine-learning-trends-impact-business
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00:16 Intro. Machine Learning Trends
00:59 MobiDev, a software development company
01:29 ML Models
01:48 Trend 1. No-Code ML
03:00 Trend 2. Tiny ML
04:24 Trend 3. Auto ML
06:03 Trend 4. MLOPs
07:03 Life Cycle of ML Systems Overview
08:18 Trend 5. Full-Stack Deep Learning
09:08 Trend 6. GANs
10:22 Trend 7. Unsupervised ML
11:11 Trend 8. Reinforcement Learning
12:38 Trend 9. Few Shot, One Shot, Zero Shot Learning
14:55 The future of ML
In this episode, we'll discuss Kubernetes, a platform for automating computer application deployment, scaling, and management based on the experience of MobiDev software engineers. We'll understand when IT executives should and should not be evaluating using this technology, how it can help businesses, and provide use cases of using Kubernetes for web app development.
The article on this topic is available at: https://mobidev.biz/blog/when-why-how-use-kubernetes-app-development
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00:16 MobiDev, a software development company
00:30 Intro. Web app development with Kubernetes
00:47 What is Kubernetes
01:41What is the difference between Kubernetes and Docker?
03:56 When and why to use Kubernetes
04:28 Kubernetes for container orchestration
05:40 Kubernetes for microservices management
07:11Kubernetes for cloud environment management
07:49 When not to use Kubernetes
08:40 How Kubernetes is impacting enterprise in 2021
09:03 Examples of apps running on Kubernetes
09:49 Kubernetes use case #1: Data engineering for AI-based demand forecasting system
11:39 Kubernetes use case #2: Data engineering for an AI video surveillance system
12:12 The future of Kubernetes
In this episode, we discuss 7 post-pandemic trends to reshape the retail industry.
00:04 Intro. MobiDev, a software development company
00:39 How pandemic reshaped the retail industry
01:06 Trend 1. E-Commerce-Friendly POS Systems
02:19 Trend 2. Machine Learning for Demand Forecasting
04:14 Trend 3. Virtual fitting rooms
05:34 Trend 4. Data Science-Based Personal Interaction
07:09 Trend 5. Staff-Free and Cashier-Less Stores
08:26 Trend 6. Voice Commerce
09:38 Trend 7. Robots and Autonomous Vehicles
10:37 The Future of Retail
The area of Augmented Reality shows stable growth. But what trends are actual for AR in 2021? Listen to our podcast to find out the answer to this question.
In this podcast, we will overview:
- Mobile AR
- AR In Shopping & Retail
- AR For Navigation
- Relationship between AR&Artificial Intelligence
- Remote Assistance & Virtual Manuals
- Augmented Reality in the Automotive Industry
- Portable Augmented Reality
- AR In Remote Education
- LiDAR
Pay attention that the material for a podcast is prepared by proficient engineers who work with these technologies on a daily basis. If you're interested in reading our research related to trends in AR, follow the link https://mobidev.biz/blog/augmented-reality-future-trends-2018-2020
00:06 Intro. Augmented Reality trends of 2021
01:04 Trend 1. Mobile AR: Apple ARKit 4, Google ARCore
03:08 Trend 2. AR In Shopping & Retail
03:58 Virtual fitting room technology
04:45 Trends 3. Utilizing AR for Navigation
06:17 Trends 4. Augmented Reality Relies On Artificial Intelligence
07:26 Trend 5. Remote Assistance & Virtual Manuals
08:38 Trend 6. Augmented Reality in the Automotive Industry
10:09 Trend 7. Portable Augmented Reality
11:43 Trend 8. Augmented Reality Events
14:20 Trend 9. AR In Remote Education
15:44 Trend 10. LiDAR
17:07 The Future of Augmented Reality
In this episode, we discuss the latest IoT trends and key predictions of how the Internet of Things will drive the digital transformation of business in 2021.
To read our research related to IoT trends, follow the link: https://mobidev.biz/blog/iot-technology-trends
Timecodes:
00:06 Intro. The role of IoT for businesses
00:57 Trend 1. Artificial Intelligence & IoT
01:54 AI analytics based on data from IoT devices
02:03 AI to manage IoT devices and engage in decision-making process
02:59 Trend 2. Edge computing with IoT devices
04:19 Trend 3. IoT to bring personalized experience
05:53 Trend 4. IoT connectivity
07:17 Trend 5. Smart cities
08:30 Trend 6. Healthcare and IoT
09:47 Trend 7. IoT for Automotive
10:49 Trend 8. Industrial Internet of Things
11:40 The future of IoT