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PODCAST

MLOps.community

Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)

technology

All Episodes

00:51:43

Kubernetes, AI Gateways, and the Future of MLOps //...

MLOps.community ·

2025/03/07

Claude Plays Pokémon - A Conversation with the Creator // MLOps Podcast #294 with Alexa Griffith, Senior Software Engineer at Bloomberg.Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // AbstractAlexa shares her journey into software engineering, from early struggles with Airflow and Kubernetes to leading open-source projects like the Envoy AI Gateway. She and Demetrios discuss AI model deployment, tooling differences across tech

en-us

00:54:26

Future of Software, Agents in the Enterprise, and...

MLOps.community ·

2025/03/04

Future of Software, Agents in the Enterprise, and Inception Stage Company Building // MLOps Podcast 293 with Eliot Durbin, General Partner at Boldstart Ventures.Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // AbstractKey lessons for founders that are thinking about or starting their companies. 15 years of inception stage investing from how data science companies like Yhat went to market in 2013-14 and how that's evolved, to

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00:48:17

The Agent Exchange: Practitioner Insights

MLOps.community ·

2025/03/03

Agents in Production [Podcast Limited Series] - Episode Five, Dmitri Jarnikov, Chiara Caratelli, and Steven Vester join Demetrios to explore AI agents in e-commerce. They discuss the trade-offs between generic and specialized agents, with Dmitri noting the need for a balance between scalability and precision. Chiara highlights how agents can dynamically blend both approaches, while Steven predicts specialized agents will dominate initially before trust in generic agents grows. The panel also

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00:53:56

Talk to Your Data: The SQL Data Analyst

MLOps.community ·

2025/02/28

In Agents in Production [Podcast Limited Series] - Episode Four, Donné Stevenson and Paul van der Boor break down the deployment of a Token Data Analyst agent at Prosus—why, how, and what worked. They discuss the challenges of productionizing the agent, from architecture to mitigating LLM overconfidence, key design choices, the role of pre-checks for clarity, and why they opted for simpler text-based processes over complex recursive methods.Guest speakers: Paul van der Boor - VP AI at Prosus

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00:45:52

Getting to Grips with Web Agents

MLOps.community ·

2025/02/26

Agents in Production [Podcast Limited Series] - Episode Three explores the concept of web agents—AI-powered systems that interact with the web like humans do, navigating browsers instead of relying solely on APIs. The discussion covers why web agents are emerging as a natural step in AI evolution, their advantages over API-based systems, and their potential impact on e-commerce and automation. The conversation also highlights challenges in making websites agent-friendly and envisions a future where

en-us

00:47:37

The Challenge with Voice Agents

MLOps.community ·

2025/02/22

Agents in Production Series - Episode Two// AbstractDemetrios, Paul, and Floris explore the latest in Voice AI agents. They discuss real-time voice interactions, OpenAI's Real Time Voice API, and real-world deployment challenges. Paul shares insights from iFood’s voice AI tests in Brazil, while Floris highlights technical hurdles like turn detection and language processing. The episode covers broader applications in healthcare and customer service, emphasizing continuous learning and open-source

en-us

01:08:40

The Agent Landscape - Lessons Learned Putting Agents...

MLOps.community ·

2025/02/20

Agents in Production Series - Episode One// AbstractDemetrios chats with Paul van der Boor and Floris Fok about the real-world challenges of deploying AI agents across @ProsusGroup of companies. They break down the evolution from simple LLMs to fully interactive systems, tackling scale, UX, and the harsh lessons from failed projects. Packed with insights on what works (and what doesn’t), this episode is a must-listen for anyone serious about AI in production.Guest speakers:Paul van der Boor - VP

en-us

01:07:43

Look At Your ****ing Data 👀 // Kenny Daniel // #292

MLOps.community ·

2025/02/18

Kenny Daniel⁠ is the founder and CEO of ⁠Hyperparam⁠, building tools to make ML dataset curation orders of magnitude more efficient.Look At Your ****ing Data 👀 // MLOps Podcast 292 with Kenny Daniel, Founder of Hyperparam.Join the Community: ⁠https://go.mlops.community/YTJoinIn⁠ Get the newsletter: ⁠https://go.mlops.community/YTNewsletter ⁠// AbstractIn this episode, we talk with Kenny Daniel, founder of Hyperparam, to explore why actually looking at your data is the most high-leverage move you can

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01:14:34

Evolving Workflow Orchestration // Alex Milowski // #291

MLOps.community ·

2025/02/14

Alex Milowski is a researcher, developer, entrepreneur, mathematician, and computer scientist.Evolving Workflow Orchestration // MLOps Podcast #291 with Alex Milowski, Entrepreneur and Computer Scientist.// AbstractThere seems to be a shift from workflow languages to code - mostly annotation pythons - happening and getting us. It is a symptom of how complex workflow orchestration has gotten. Is it a dominant trend or will we cycle back to “DAG specifications”? At Stitchfix, we had our own DSL that

en-us

00:55:57

Insights from Cleric: Building an Autonomous AI SRE...

MLOps.community ·

2025/02/11

Willem Pienaar is the Co-Founder and CTO ofCleric. He previously worked at Tecton as a Principal Engineer. Willem Pienaar attended the Georgia Institute of Technology.Insights from Cleric: Building an Autonomous AI SRE // MLOps Podcast #289 with Willem Pienaar, CTO & Co-Founder of Cleric.// AbstractIn this MLOps Community Podcast episode, Willem Pienaar, CTO of Cleric, breaks down how they built an autonomous AI SRE that helps engineering teams diagnose production issues. We explore how Cleric

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00:52:59

Robustness, Detectability, and Data Privacy in AI //...

MLOps.community ·

2025/02/07

Vinu Sankar Sadasivan is a CS PhD ... Currently, I am working as a full-time Student Researcher at Google DeepMind on jailbreaking multimodal AI models.Robustness, Detectability, and Data Privacy in AI // MLOps Podcast #289 with Vinu Sankar Sadasivan, Student Researcher at Google DeepMind. // Abstract Recent rapid advancements in Artificial Intelligence (AI) have made it widely applicable across various domains, from autonomous systems to multimodal content generation. However, these models

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00:47:58

AI & Aliens: New Eyes on Ancient Questions // Richard...

MLOps.community ·

2025/02/04

Richard Cloete is a computer scientist and a Laukien-Oumuamua Postdoctoral Research Fellow at the Center for Astrophysics, Harvard University. He is a member of the Galileo Project working under the supervision of Professor Avi, having recently held a postdoctoral position at the University of Cambridge, UK.AI & Aliens: New Eyes on Ancient Questions // MLOps Podcast #288 with Richard Cloete, Laukien-Oumuamua Postdoctoral Research Fellow at Harvard University. // Abstract Demetrios speaks

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00:49:54

Beyond the ChatBot Hype: Deep Dive into Real LLM...

MLOps.community ·

2025/01/31

A software engineer based in Delft, Alex Strick van Linschoten recently built Ekko, an open-source framework for adding real-time infrastructure and in-transit message processing to web applications. With years of experience in Ruby, JavaScript, Go, PostgreSQL, AWS, and Docker, I bring a versatile skill set to the table. I hold a PhD in History, have authored books on Afghanistan, and currently work as an ML Engineer at ZenML.Beyond the ChatBot Hype: A Deep Dive into Real LLM Success Stories //

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01:00:36

Navigating Machine Learning Careers: Insights from...

MLOps.community ·

2025/01/27

In his 13 years of software engineering, Ilya Reznik has specialized in commercializing machine learning solutions and building robust ML platforms. He's held technical lead and staff engineering roles at premier firms like Adobe, Twitter, and Meta. Currently, Ilya channels his expertise into his travel startup, Jaunt, while consulting and advising emerging startups.Navigating Machine Learning Careers: Insights from Meta to Consulting // MLOps Podcast #286 with Ilya Reznik, ML Engineering

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00:53:24

Collective Memory for AI on Decentralized Knowledge...

MLOps.community ·

2025/01/24

Tomaž Levak is the Co-founder and CEO of Trace Labs – OriginTrail core developers. OriginTrail is a web3 infrastructure project combining a decentralized knowledge graph (DKG) and blockchain technologies to create a neutral, inclusive ecosystem.Collective Memory for AI on Decentralized Knowledge Graph // MLOps Podcast #285 with Tomaz Levak, Founder of Trace Labs, Core Developers of OriginTrail. // Abstract The talk focuses on how OriginTrail Decentralized Knowledge Graph serves as a collective

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00:51:33

Efficient Deployment of Models at the Edge // Krishna...

MLOps.community ·

2025/01/17

Krishna Sridhar is an experienced engineering leader passionate about building wonderful products powered by machine learning.Efficient Deployment of Models at the Edge // MLOps Podcast #283 with Krishna Sridhar, Vice President of Qualcomm. Big shout out to Qualcomm for sponsoring this episode! // Abstract Qualcomm® AI Hub helps to optimize, validate, and deploy machine learning models on-device for vision, audio, and speech use cases. With Qualcomm® AI Hub, you can: Convert trained models from

en-us

00:47:07

Real World AI Agent Stories // Zach Wallace // #283

MLOps.community ·

2025/01/15

Machine Learning, AI Agents, and Autonomy // MLOps Podcast #283 with Zach Wallace, Staff Software Engineer at Nearpod Inc. // Abstract Demetrios chats with Zach Wallace, engineering manager at Nearpod, about integrating AI agents in e-commerce and edtech. They discuss using agents for personalized user targeting, adapting AI models with real-time data, and ensuring efficiency through clear task definitions. Zach shares how Nearpod streamlined data integration with tools like Redshift and DBT,

en-us

01:05:20

Machine Learning, AI Agents, and Autonomy // Egor...

MLOps.community ·

2025/01/08

Since three years, Egor is bringing the power of AI to bear at Wise, across domains as varied as trading algorithms for Treasury, fraud detection, experiment analysis and causal inference, and recently the numerous applications unlocked by large language models. Open-source projects initiated and guided by Egor include wise-pizza, causaltune, and neural-lifetimes, with more on the way.Machine Learning, AI Agents, and Autonomy // MLOps Podcast #282 with Egor Kraev, Head of AI at Wise Plc. //

en-us

00:51:14

Re-Platforming Your Tech Stack // Michelle Marie...

MLOps.community ·

2025/01/03

Re-Platforming Your Tech Stack // MLOps Podcast #281 with Michelle Marie Conway, Lead Data Scientist at Lloyds Banking Group and Andrew Baker, Data Science Delivery Lead at Lloyds Banking Group.// Abstract Lloyds Banking Group is on a mission to embrace the power of cloud and unlock the opportunities that it provides. Andrew, Michelle, and their MLOps team have been on a journey over the last 12 months to take their portfolio of circa 10 Machine Learning models in production and migrate them from

en-us

00:57:33

Holistic Evaluation of Generative AI Systems //...

MLOps.community ·

2024/12/23

Jineet Doshi is a Staff Data Scientist at Intuit and an AI Lead with a strong background in Computer Science. With over 6 years of relevant experience, he has a proven track record of building end-to-end machine learning models that significantly improve business metrics, from reducing fraud to saving millions of dollars.Holistic Evaluation of Generative AI Systems // MLOps Podcast #280 with Jineet Doshi, Staff AI Scientist or AI Lead at Intuit. // Abstract Evaluating LLMs is essential in

en-us

491 results

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