AI Master Podcast

About AI Master Podcast

🎙️ AI Master Podcast – Your gateway to mastering the world of Artificial Intelligence. Hosted by Dariusz Kalbarczyk, Google Developer Expert and founder of NG Poland, JS Poland, and AI Poland, this podcast is dedicated to frontend and fullstack developers who want to harness the power of AI in real-world applications. Each episode brings you deep dives into cutting-edge tools, practical use cases, and hands-on techniques — from building AI agents and integrating LLMs to RAG (Retrieval-Augmented Generation), fine-tuning models, and more.

Publisher

Dariusz Kalbarczyk

Category

technology

Language

en

Explicit

No

First episode

2 Apr 2025

Latest episode

17 Sept 2026

Latest episodes

13 episodes in the feed.

1. 

   17 Sept 2026

   AIMP 13: Greg Radzio on Building Production AI Agents That Deliver Business Results

   Building an AI agent is relatively easy. Building one that is reliable, secure, measurable, and useful in a large company is much harder. In this episode of the AI Master Podcast, I talk with Greg Radzio, who has spent almost two years designing and deploying AI agents for real business projects, including a large enterprise platform. We examine the complete path from identifying a business problem to running an agent in production. Greg explains why improving the speed of individual employees does not automatically improve the performance of the whole organization. We discuss: ✅ How an AI agent differs from a chatbot ✅ How to select a business process that is suitable for automation ✅ Why many AI projects remain proofs of concept ✅ The architecture of a production AI agent ✅ Models, tools, context, memory, and orchestration ✅ The role of an agent harness ✅ Testing systems that can return different results for the same input ✅ Evaluations, quality metrics, and business KPIs ✅ Preventing hallucinations and low-quality output ✅ Permissions, data access, and security boundaries ✅ Human approval for important operations ✅ Logging, tracing, monitoring, and incident handling ✅ The difference between a local coding assistant and a production agent ✅ How to introduce agents without automating a broken process ✅ What a company should achieve during its first 90 days We also consider a fundamental question: can AI repair an inefficient business process, or will it only make that process fail faster? At the end, Greg explains what developers, technical leaders, and business teams should understand before giving an AI agent access to company systems, code, and data. Greg will continue this topic at AI Poland 2026. Join us at our 2026 conferences: 🔴 NG Poland: https://ng-poland.pl (https://ng-poland.pl) 🟡 JS Poland: https://js-poland.pl (https://js-poland.pl) 🟣 AI Poland: https://ai-poland.pl (https://ai-poland.pl) A special thank you to Michał Łukawski (https://www.linkedin.com/in/michallukawski/) and the entire SYZYGY team. SYZYGY is the official partner of this episode. Thank you for supporting the AI Master Podcast and helping us create valuable technical conversations for the community! 🙏 #AIAgents #AgenticAI #EnterpriseAI #LLM #SoftwareArchitecture #AIEngineering #AIMasterPodcast #AIPoland

2. 

   10 May 2026

   AIMP 12: Daniel Sogl on Intelligent Software Development

   https://ai-poland.pl/ In this episode of the AI Master Podcast, Dariusz Kalbarczyk sits down with Daniel Sogl — Software Architect at Thinktecture AG, international speaker, MVP, Angular expert, and one of the developers actively exploring the future of AI-powered software development. This conversation dives deep into one of the biggest transformations happening in tech right now: the shift from traditional coding to AI-assisted development. Together, Dariusz and Daniel explore how modern AI coding tools are fundamentally changing the way developers write software, design architectures, collaborate in teams, and think about productivity. The episode covers: • the biggest mindset shifts developers must make in the AI era, • when AI tools stopped being “interesting experiments” and became essential daily tools, • how solutions like GitHub Copilot, Cursor, Windsurf, Bolt, and v0 differ from one another, • and how developers can decide which AI tools are actually worth adopting. Daniel shares practical insights from real-world development workflows, explaining how he integrates AI assistants into projects while still maintaining high standards of architecture, software quality, and engineering discipline. One of the central themes of the episode is the balance between speed and responsibility. The discussion explores: • how to decide which tasks should be automated and which still require human judgment, • whether AI-generated code risks creating dependency among junior developers, • how teams can preserve code quality when AI adoption differs between developers, • and why critical thinking may become even more important in the age of AI coding assistants. The conversation also tackles the increasingly popular concept of “Vibe Coding” — what it actually means, whether AI tools encourage more creativity and experimentation, and how development workflows may evolve over the next 3–5 years. Daniel also speaks openly about the limitations of today’s AI systems: • hallucinations, • misleading suggestions, • architectural inconsistencies, • and the importance of developers remaining deeply aware of what the code is actually doing. Beyond the technical side, the episode includes a more personal discussion about growth, productivity, motivation, continuous learning, travel, and staying inspired in one of the fastest-changing industries in history. If you want to understand where software development is heading, how AI coding assistants are reshaping engineering culture, and what developers should do to stay relevant in the coming years — this episode delivers practical insights, honest opinions, and a fascinating look into the future of programming. Guest: Daniel Sogl Host: Dariusz Kalbarczyk

3. 

   9 May 2026

   AIMP 11: AI That Works - Products, Machine Learning, and Community with Gus Martins (Google DeepMind)

   https://ai-poland.pl (https://ai-poland.pl) In this episode of the AI Master Podcast, Dariusz Kalbarczyk sits down with Gus Martins — Product Manager at Google DeepMind in London, former contributor to the TensorFlow ecosystem, and someone deeply passionate about building AI products that truly work in the real world. This is a conversation about much more than artificial intelligence. It’s about turning ambitious ideas into products used by millions of people. It’s about balancing research with practicality, innovation with reliability, and cutting-edge machine learning with real user needs. Gus shares his incredible journey from Brazil to London and explains how he found his way into the world of machine learning, product development, and one of the most influential AI organizations on the planet. Together, Dariusz and Gus explore: • what it was like working on TensorFlow, TensorFlow Lite, and TensorFlow Hub during the early growth of modern ML ecosystems, • how AI-powered products are actually designed and shipped inside Google DeepMind, • what Product Managers really do in AI-focused teams, • how engineers, researchers, and PMs collaborate on advanced AI systems, • and why building AI is often much harder than the hype suggests. The episode also dives deep into the practical side of AI product development: • how to evaluate AI models for quality, fairness, and safety, • the most common mistakes teams make when building ML products, • how to move from a cool demo to a scalable and reliable product, • and what separates useful AI from AI that simply looks impressive on stage. One of the most fascinating parts of the discussion is Gus’ perspective on the role of community and open source in the growth of machine learning. Having spent years contributing to tools used by developers around the world, he explains why sharing knowledge, accessibility, and developer ecosystems remain critical even in the era of massive AI breakthroughs. The conversation also takes a more personal turn as Gus talks about Brazilian culture, the rapidly evolving tech scene in Brazil, work culture differences, motivation, career growth, and what keeps him inspired while working at the forefront of AI innovation. If you’re interested in machine learning, AI product development, Google DeepMind, TensorFlow, product management, or simply want to understand how modern AI products are actually created behind the scenes — this episode is packed with practical insights, honest reflections, and inspiring stories from someone building the future of AI every day. Guest: Gus Martins Host: Dariusz Kalbarczyk

4. 

   8 May 2026

   AIMP 10: AI-Assisted Development with Andres Gesteira

   https://ai-poland.pl In this episode of the AI Master Podcast, Dariusz Kalbarczyk sits down with Andres Gesteira — software engineer, Angular expert, and AI enthusiast based in Madrid — to explore one of the hottest topics in modern software engineering: AI-assisted development. Together, they dive deep into the rapidly evolving world of AI coding tools, intelligent agents, and the future of programming itself. Andres shares his hands-on experience working with modern AI-powered development environments, including Cursor and terminal-based workflows, while discussing how AI is changing the daily life of developers at companies like Fever. The conversation covers everything from supervised agents and AI-driven productivity to the real-world strengths and weaknesses of today’s most popular coding assistants. Andres explains the differences between tools currently dominating the market, discusses privacy and security concerns surrounding AI-assisted coding, and shares how these systems can both accelerate development and introduce entirely new challenges. Dariusz and Andres also tackle bigger questions facing the tech industry: • Will AI replace developers — or simply augment them? • How will AI reshape hiring, onboarding, and teamwork? • Which skills will become more valuable in the AI era? • And what should developers do today to stay ahead of the curve? Beyond AI, the episode also offers a more personal look into Andres’ mindset, habits, motivation, favorite ways to relax after coding, and the lesser-known skills that truly matter in building a successful career in tech. If you’re curious about the future of software development, AI-powered programming, modern developer workflows, and how experienced engineers are adapting to this new era — this episode is packed with practical insights, honest opinions, and inspiring ideas.

5. 

   31 Dec 2025

   AIMP 09: Dr Maciej Madziński - Leadership in the Age of AI

   Dr. Maciej Madziński discusses how artificial intelligence reshapes leadership, strategy, and responsibility within organizations, emphasizing human-centered leadership with empathy and ethical responsibility in this interview.

6. 

   23 Dec 2025

   AIMP 08: Joanna Rozmysłowska - HR in the Age of AI

   Joanna Rozmysłowska discusses how artificial intelligence reshapes HR, impacting recruitment, culture building, and leadership in AI-driven workplaces, offering insights into future-proofing HR roles in this interview.

7. 

   15 Dec 2025

   AIMP 07: Ondřej Chrastina: Building the Future of Content Editing with AI

   Ondřej Chrastina, CKEditor Developer Advocate, discusses building the future of content editing with AI, focusing on AI use cases, technical challenges, and maintaining user control in enterprise environments in this interview.

8. 

   7 Nov 2025

   AIMP 06: Christian Stenzel on the Future of Open AI Hardware

   Dariusz Kalbarczyk interviews Christian Stenzel, who discusses how open and modular architectures are transforming the future of computing and empowering developers to build customizable AI solutions.

9. 

   17 Aug 2025

   AIMP 05: AI Agents in Practice with Marcin Dziedzic

   Host Marcin Dziedzic interviews Senior TypeScript Developer Marcin Dziedzic about building AI agents in production, revealing practical insights and common pitfalls for developers.

10. 

    2 Jul 2025

    AIMP04: Build AI-Powered Games with Multi-Agent Systems – Jai Campbell at Google I/O Berlin

    Jai Campbell discusses building AI-powered games using multi-agent systems at Google I/O Berlin, highlighting the creation of dynamic storylines and the technical challenges of real-time management in this interview.

11. 

    22 Jun 2025

    AIMP 03: Mathematics Made Simple: Talking ML with Tivadar Danka

    Tivadar Danka simplifies the mathematics of machine learning for developers, explaining linear algebra, calculus, and gradients, in an interview with Dariusz Kalbarczyk.

12. 

    16 May 2025

    AIMP 02: Cooking with Pandas: Will Ayd’s Recipe for Data Success

    🎙️ New Episode – AI Master Podcast: Will Ayd on Pandas, Open Source & Building AI-Ready Data Pipelines What does it take to turn messy real-world data into clean, structured, AI-ready insights? In this episode, we dive deep with Will Ayd — data consultant, open-source contributor, and co-author of the latest edition of the Pandas Cookbook. 🔍 You’ll learn: ▪ How AI is transforming enterprise data work (ERP, CRM, reporting) ▪ What’s new and powerful in Pandas 2.x ▪ Why idiomatic pandas code matters — and how to write it ▪ How to handle performance tuning, large datasets, and real-world challenges ▪ Tools like NumPy, PyArrow, and DuckDB that supercharge your workflows ▪ Will’s personal habits for focus, deep work, and long-term success 📘 Whether you’re a data engineer, analyst, AI enthusiast or Python developer — this episode is packed with practical wisdom and hands-on advice. 🎧 Listen now and level up your data game. #AI #Podcast #Python #Pandas #DataEngineering #OpenSource #WillAyd #AIMasterPodcast #RetailData #PandasCookbook #DuckDB #NumPy #PyArrow #BigData #Productivity #DeepWork #TechPodcast

13. 

    2 Apr 2025

    AIMP 01: This Google DeepMind Expert Just Changed How I See AI 🤯

    🚀 The very first episode of the AI Master Podcast is now live! 🎙️ I’m beyond excited to kick off this brand new journey — and we’re starting big. 🎧 Episode 1 was recorded at Google’s official podcast studio in Paris 🇫🇷 …and I had the pleasure of speaking with Jetha Chan, Technical Solutions Consultant at Google DeepMind. We talked about: ✅ The rise of open-source models like Gemma ✅ How Gemma and Gemini fit into Google’s AI strategy ✅ Real-world advice for startups adopting AI ✅ Common myths about open models ✅ And some personal insights into motivation, music, and life beyond code 🎶 If you’re passionate about AI, building products, or just want a fresh perspective from someone deep inside the world of AI innovation — this is for you. ➡️ Listen. Model. Evolve. #AIMasterPodcast #PodcastLaunch #GoogleDeepMind #Gemma #OpenAI #AIforStartups #GoogleParis #JethaChan #ArtificialIntelligence #LLM #Gemini #AngularMaster #AILeadership #Startups

Who has been a guest on AI Master Podcast

Names identified in recent episode analyses. Showing up to five guests.

• Dr Maciej Madziński
• Joanna Rozmysłowska
• Ondřej Chrastina
• Christian Stenzel
• Marcin Dziedzic

Reach and audience

Public platform figures. Ratings count people who left a rating, not total listeners.

Spotify

5.0 / 5

1 ratings

Podcast Authority Score: 10 / 100

A composite of feed quality, social presence, YouTube performance and engagement. Read the methodology.

Quality

19

Social presence

0

YouTube

0

Engagement

0