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Recent Episodes
S24E4 From GenAI Pilots to Production - Nikita Kozodoi
In this talk, Nikita, Senior Applied Data Scientist at the AWS Generative AI Innovation Center, shares his expertise in bringing enterprise artificial intelligence out of the sandbox—from his early…
S24E3 From Notebook to Production: Building End-to-End AI Systems - Mariano Semelman
In this talk, Mariano, Lead Data Scientist and ML Engineer at OLX, shares his journey building high-impact AI media solutions. We explore the transition from traditional e-commerce models to…
S24E1 Data Makers Fest 2026 Conference Interviews
At Data Makers Fest, a recurring theme was the tension between GenAI hype and production reality. Speakers stressed that classical ML, MLOps, evaluation, data quality, and governance remain…
S24E1 Competitions: Beyond the Kaggle Leaderboard - Tatiana Habruseva
In this talk, Tatiana, Staff Software Engineer at LinkedIn, shares her journey from academic physics to becoming a Kaggle Master and winning the Sound Demixing Challenge. We explore how to use…
S23E9 PyConDE 2026 Conference Interviews
At PyConDE 2026, community leaders, educators, and Python tooling builders explored how Python is evolving in the age of AI — and why human connection, mentorship, and strong fundamentals matter more…
S23E8 Starting a Data Conference: The Data Makers Fest Story - Leonid Kholkine
In this talk, Leonid Kholkine, Head of Research & Development at Their Data and Co-founder of Data Makers Fest, shares his unique journey from leading international student organizations to…
S23E7 Understanding the AI Engineer Role - Nasser Qadri
In this talk, Nasser Qadri, AI Engineering Manager at Google, shares his unique career journey—from a PhD in Politics and International Relations to leading high-stakes AI initiatives. We explore the…
S23E6 Data Engineer Career in 2026: Roles, Specializations, and What Companies Look for - Slawomir Tulski
In this talk, Slawomir Tulski, Data Leadership Consultant and former Meta Data Engineering Manager, shares his ten-year journey through the evolution of data systems—from researching glaciers in…
S23E5 Inside the AI Engineer Role: Tools, Skills, and Career Path - Ruslan Shchuchkin
In this talk, Ruslan Shchuchkin, GenAI Engineer at Finance Guru, shares his unique career evolution from business administration and account management to building production-grade generative AI…
S23E4 How to Become an AI Engineer After a Career Break - Revathy Ramalingam
In this episode Revathy Ramalingam, Senior Software Engineer and AI Engineer at a healthcare startup, shares her inspiring personal journey from over nine years in telecom software architecture to…
S23E3 The Future of AI Agents - Aditya Gautam
In this talk, Aditya, an experienced AI Researcher and Engineer, shares his technical evolution—from his roots in embedded systems to building complex, large-scale AI agent architectures. We explore…
S23E2 Foundations of Analytics Engineer Role: Skills, Scope, and Modern Practices - Juan Manuel Perafan
In this talk, Juan, Analytics Engineer and author of Fundamentals of Analytics Engineering share his professional journey from studying psychological research in Colombia to becoming one of the first…
S23E1 AI Engineering: Skill Stack, Agents, LLMOps, and How to Ship AI Products - Paul Iusztin
In this episode of DataTalks.Club, Paul Iusztin, founding AI engineer and author of the LLM Engineer’s Handbook, breaks down the transition from traditional software development to production-grade…
S22E9 Applying ML: An Ongoing Personal Journey
In this talk, Rileen, a Senior Computational Biologist and Cancer Data Scientist, shares his professional journey from physics and computer science to cutting-edge cancer genomics and applied machine…
S22E8 Building Pet Health Tech: ML, Sensors, and Dog Behavior Data
In this session Sofya shares her journey building a pet-tech startup that blends machine learning sensor data and canine behavior analytics. She walks through her path from early programming…
S22E7 From Full-Time Mom to Head of Data and Cloud - Xia He-Bleinagel
In this talk, Xia He-Bleinagel, Head of Data & Cloud at NOW GmbH, shares her remarkable journey from studying automotive engineering across Europe to leading modern data, cloud, and engineering…
S22E6 From Black-Box Systems to Augmented Decision-Making - Anusha Akkina
In this talk, Anusha Akkina, co-founder of Auralytix, shares her journey from working as a Chartered Accountant and Auditor at Deloitte to building an AI-powered finance intelligence platform…
S22E5 Qdrant 2025 Conference Interviews
At Qdrant Conference, builders, researchers, and industry practitioners shared how vector search, retrieval infrastructure, and LLM-driven workflows are evolving across developer tooling, AI…
S22E4 How to Build and Evaluate AI systems in the Age of LLMs - Hugo Bowne-Anderson
In this talk, Hugo Bowne-Anderson, an independent data and AI consultant, educator, and host of the podcasts Vanishing Gradients and High Signal, shares his journey from academic research and…
S22E3 From Biotechnology to Bioinformatics Software - Sebastian Ayala Ruano
In this talk, Sebastian, a bioinformatics researcher and software engineer, shares his inspiring journey from wet lab biotechnology to computational bioinformatics. Hosted by Data Talks Club, this…
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DataTalks.Club has published 216 episodes since November 2020, covering topics in Technology.
DataTalks.Club is currently highly active with new episodes weekly. Average episode length is 56m.
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