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AI Master Podcast
Dariusz Kalbarczyk
6 episodes
2 weeks ago
🎙️ 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.
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Technology
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All content for AI Master Podcast is the property of Dariusz Kalbarczyk and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
🎙️ 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.
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Technology
Episodes (6/6)
AI Master Podcast
AIMP 06: Christian Stenzel on the Future of Open AI Hardware

🎧 AI Master Podcast: Christian Stenzel on the Future of Open AI Hardware


In this episode of the AI Master Podcast, host Dariusz Kalbarczyk talks with Christian Stenzel, Director of Sales EMEA at Tenstorrent — one of the most innovative companies in the AI hardware space.


With experience at Intel, AMD, and now Tenstorrent, Christian shares his insights into how open and modular architectures are transforming the future of computing. Together, we explore what it really means to “own your silicon” and how openness is reshaping the AI hardware landscape.


Key topics covered in the episode:


  • Tenstorrent’s mission – building open, modular, and scalable AI processors and RISC-V–based CPUs that power everything from edge devices to data centers.

  • Tensix AI Processor – a deep dive into its dataflow architecture, massive parallelism, and chiplet-based scalability that redefine AI compute efficiency.

  • Integration of RISC-V and Tensix cores – eliminating latency and boosting utilization by merging control and compute on the same die.

  • TT-Forge compiler and TT-AI software stack – how Tenstorrent bridges popular AI frameworks (like PyTorch and TensorFlow) with its hardware to maximize performance.

  • Open-source approach – why transparency and collaboration accelerate innovation and empower developers to build customizable AI solutions.

  • Chiplet architecture and the Open Chiplet Atlas (OCA) – the rise of modular, composable silicon and an open ecosystem enabling interoperability across the industry.

  • Blackhole and Galaxy systems – how Tenstorrent scales performance through tightly integrated Tensix and RISC-V cores, delivering efficient AI at scale.

  • The RISC-V revolution – how this open CPU architecture is driving global innovation and technological independence.

  • Global collaboration – how Tenstorrent unites teams from Austin, Warsaw, Seoul, and beyond under one open vision.

  • The future of open silicon – why openness in hardware could be as transformative as open-source software was for computing.


🎙️ Why you should listen:

Discover how Tenstorrent is redefining the AI hardware landscape with openness, modularity, and collaboration — empowering developers, researchers, and enterprises to own their silicon and build the next generation of intelligent systems.


Hosted by Dariusz Kalbarczyk, co-founder of NG Poland, JS Poland, AI Poland, and AngularMaster.dev.

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3 weeks ago
34 minutes 53 seconds

AI Master Podcast
AIMP 05: AI Agents in Practice with Marcin Dziedzic

Are AI agents the future of software? 🤖

In this episode of the AI Master Podcast, my guest is Marcin Dziedzic – a Senior TypeScript Developer from Warsaw, specializing in Node.js, React, and building AI agents in production environments. With experience across both startups and large corporations, Marcin combines deep technical skills with real-world implementation of innovative AI solutions.


We dive into what it really takes to build AI agents for production, the challenges developers face, and why deploying a chatbot is much more than simply plugging into an API.


👉 How do you get started with AI agents and avoid the most common mistakes?

👉 Which hidden LLM features go beyond what ChatGPT offers?

👉 In what tasks are AI bots already outperforming humans?

👉 How do you test and monitor systems that don’t always behave deterministically?

👉 Are Retrieval-Augmented Generation (RAG) and Model Context Protocol (MCP) the real future or just hype?


This episode is packed with hands-on insights, case studies, and practical advice for developers who want to bring AI into their projects and take it live.


🔹 This episode is for anyone asking: how does AI really work in production, and how can I use agents to build solutions ready for the future?



🔔 Subscribe so you don’t miss upcoming episodes: [YouTube/Spotify link]

💬 Share your thoughts in the comments: Will AI agents replace traditional apps as we know them today?


📲 Connect with me: Instagram / X / LinkedIn: @ngKalbarczyk

🌐 More about conferences and workshops: ng-poland.pl | js-poland.pl | ai-poland.pl


#AIMasterPodcast, #AIAgents, #ArtificialIntelligence, #LLM, #LargeLanguageModels, #RetrievalAugmentedGeneration, #RAG, #ModelContextProtocol, #MCP, #Chatbots, #AIInProduction, #AIEngineering, #TypeScript, #NodeJS, #ReactJS, #WebDevelopment, #CloudComputing, #FutureOfAI, #AIFuture, #TechPodcast

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3 months ago
50 minutes 28 seconds

AI Master Podcast
AIMP 04: Build AI-Powered Games with Multi-Agent Systems – Jai Campbell at Google I/O Berlin

In this special episode of the AI Master Podcast, recorded live at Google I/O Connect in Berlin, I sit down with 🐳 Jai Campbell, Lead Cloud and Security Engineer at Jellyfish, to explore the fascinating intersection of AI, gaming, and cloud technologies.Jai shares his personal project: an AI-powered, story-driven role-playing game inspired by Choose Your Own Adventure books — but with a twist. Every non-player character (NPC) is a fully autonomous AI agent built using Gemini and Google Cloud’s Agent Development Kit.We dive into: • How multi-agent systems create unique, dynamic storylines, • The technical challenges of managing session and world state in real-time, • Plans for natural language voice interactions and dynamic image generation using Imagen, • Tips on staying organized during complex AI projects, • And why stepping away from the screen can sometimes lead to your biggest breakthroughs.If you’re into AI, gaming, or building agentic experiences in the cloud — this episode is packed with insights and inspiration.🎧 Hit play, subscribe, and enjoy the journey into the future of interactive storytelling!

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5 months ago
9 minutes 18 seconds

AI Master Podcast
AIMP 03: Mathematics Made Simple: Talking ML with Tivadar Danka

Welcome to another episode of the AI Master Podcast! I’m your host, Dariusz Kalbarczyk — co-founder of NG Poland, JS Poland, AI Poland, and AngularMaster.dev.


Today’s guest is someone who’s making the math behind machine learning accessible to everyone — straight from Hungary, please welcome Tivadar Danka: mathematician, educator, and author of the hit book Mathematics of Machine Learning.


In this episode, we talk about:


  • How Tivadar transitioned from pure math to machine learning

  • Why developers shouldn’t fear linear algebra or calculus

  • How to teach complex ideas in simple, visual ways

  • The biggest myths about “the math behind the magic”

  • What every software engineer should know about gradients, eigenvalues, and probability

  • How tools like ChatGPT can support math education

  • And what Tivadar’s working on next — maybe a course or a new visual edition?



If you’ve ever felt intimidated by the math in AI, this conversation will inspire you, simplify concepts, and show that anyone can understand the foundations of machine learning.


🔗 Explore all our shows — including Angular Master, JavaScript Master, and AI Master — at kalbarczyk.dev


Tune in and enjoy!

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5 months ago
34 minutes 49 seconds

AI Master Podcast
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

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6 months ago
45 minutes 2 seconds

AI Master Podcast
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

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8 months ago
16 minutes 51 seconds

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.