The MLOps Podcast
Episodes
👏 A Practical Approach to Building LLM Applications with Liron Itzhaki Allerhand
13 May 2025
Contributed by Lukas
Dean Pleban and Liron Itzhakhi Allerhand explore what it really takes to move LLMs into production. They cover how to define clear requirements, prep ...
📡 Building Scalable ML Models with Natanel Davidovits
16 Dec 2024
Contributed by Lukas
In this episode, Dean and Natanel Davidovits explore the intricacies of AI and machine learning, focusing on model efficiency, the use of APIs versus...
💼 AI in the Enterprise with Jeremie Dreyfuss
31 Oct 2024
Contributed by Lukas
In this episode, Dean speaks with Jeremie Dreyfuss, Head of AI Research and Development at Intel, about the evolving role of AI in the enterprise. Jer...
🌲 Machine Learning in Agriculture: Scaling AI for Crop Management with Dror Haor
15 Sep 2024
Contributed by Lukas
In this episode, Dean speaks with Dror Haor, CTO at SeeTree, about the challenges of deploying AI in agriculture at scale. They explore how SeeTree i...
📊 Data-Driven Decisions: ML in E-Commerce Forecasting with Federico Bacci
15 Aug 2024
Contributed by Lukas
In this episode, Dean speaks with Federico Bacci, a data scientist and ML engineer at Bol, the largest e-commerce company in the Netherlands and Belgi...
🚗 Driving Innovation: Machine Learning in Auto Claims Processing
15 Jul 2024
Contributed by Lukas
In this episode, Dean speaks with Michał Oleszak, an ML engineering manager at Solera. Michał shares insights into how his team is using machine lea...
🚑 ML in the Emergency Room with Ljubomir Buturovic
10 Jun 2024
Contributed by Lukas
In this episode, I chat with Ljubomir Buturovic, VP of ML and Informatics at Inflammatix. We discuss using ML to diagnose infections and blood tests i...
🌊 AI-Native with Idan Gazit – The future of AI products and interfaces + Getting AI to production
16 May 2024
Contributed by Lukas
In this episode, Idan Gazit, Senior Director of Research at GitHub Next, discusses his role in exploring strategic technologies and incubating long be...
🍪 Machine Learning in the cookie-less era with Uri Goren
18 Apr 2024
Contributed by Lukas
In this episode, I chatted with Uri Goren, founder and CEO of Argmax, about Machine Learning and the future of digital advertising in a world moving a...
🛰️ Modern & Realistic MLOps with Han-chung Lee
18 Mar 2024
Contributed by Lukas
In this episode, I speak with Han-Chung Lee, a machine learning engineer with a lot of interesting takes on ML and AI. We dive into the buzz around na...
🩻 AI in Medical Devices & Medicine with Mila Orlovsky
15 Feb 2024
Contributed by Lukas
In this episode, I had the pleasure of speaking with Mila Orlovsky, a pioneer in medical AI. We delve into practical applications, overcoming data cha...
⏪ Making LLMs Backwards Compatible with Jason Liu
15 Jan 2024
Contributed by Lukas
In this episode, I had the pleasure of speaking with Jason Liu, an applied AI consultant and the creator of Instructor – an open-source tool for ext...
🔴 Live MLOps Podcast – Building, Deploying and Monitoring Large Language Models with Jinen Setpal
06 Sep 2023
Contributed by Lukas
In this live episode, I'm speaking with Jinen Setpal, ML Engineer at DagsHub about actually building, deploying, and monitoring large language mod...
Live MLOps Podcast Episode!
28 Aug 2023
Contributed by Lukas
Join now to take part in our first live MLOps Podcast episode. I'll be chatting with Jinen Setpal, ML Engineer at DagsHub about his work building ...
⛹️♂️ Large Scale Video ML at WSC Sports with Yuval Gabay
07 Aug 2023
Contributed by Lukas
In this episode, I had the pleasure of speaking with Yuval Gabay, MLOps Engineer at WSC Sports. Yuval builds better infrastructure and automation for...
🤖 GPTs & Large Language Models in production with Hamel Husain
20 Jun 2023
Contributed by Lukas
In this episode, I had the pleasure of speaking with Hamel Husain. Hamel is a machine learning and MLOps extraordinaire, he was one of the core mainta...
🫣 Is Data Science a dying job? with Almog Baku
23 May 2023
Contributed by Lukas
In this episode, I had the pleasure of speaking with Almog Baku, a serial entrepreneur, consultant in Cloud, AI Infrastructure and Foundational model...
🏃♀️Moving Fast and Breaking Data with Shreya Shankar
30 Mar 2023
Contributed by Lukas
In this episode, I had the pleasure of speaking with Shreya Shankar, Ph.D. student at Berkeley RISELab. We chat about auto data validation and MLOps....
🚴♀️ Quick & Dirty Machine Learning with Noa Weiss
21 Feb 2023
Contributed by Lukas
In this episode, Dean speaks with Noa Weiss, the wonderful AI & ML consultant. They dive into Deep Learning research for marine mammal sounds, abs...
✍️ Building ML Teams and Platforms with Assaf Pinhasi
23 Jan 2023
Contributed by Lukas
In this episode, I speak with Assaf Pinhasi, ML engineering and MLOps consultant extraordinaire! Assaf was the VP R&D at Zebra Medical Vision, and...
🎨 Stable Diffusion and generative models with David Marx
19 Jan 2023
Contributed by Lukas
In this episode, I speak with David Marx, Distinguished Engineer at Stability AI. This talk dives into how David got into machine learning, open-sourc...
🔴🟢🟣Julia Language in Production with Logan Kilpatrick
21 Nov 2022
Contributed by Lukas
In this episode, I speak with Logan Kilpatrick, Julia Language Developer Community Advocate. We talk about machine learning at NASA and how he discove...
🛠 Building tools for MLOps with Guy Smoilovsky
18 Oct 2022
Contributed by Lukas
In this episode, I speak with Guy Smoilovsky, my friend, Co-Founder, and the CTO of DagsHub. We talk about quantum computing and AGI, concrete approac...
📈 You Have Too Much Data with Dean Langsam
16 Sep 2022
Contributed by Lukas
In this episode, I speak with Dean Langsam, Data Scientist at SentinelOne and one of the organizers of PyData in Israel. We chat about imposter syndro...
🏗 Reasonable Scale MLOps with Jacopo Tagliabue
22 Aug 2022
Contributed by Lukas
In this episode, I had the pleasure of speaking with Jacopo Tagliabue, Director of AI at Coveo. We talk about Reasonable Scale MLOps, how to approach ...
🦾 Made With ML - Learning How to Apply MLOps with Goku Mohandas
18 Jul 2022
Contributed by Lukas
In this episode, I had the pleasure of speaking with Goku Mohandas, founder of Made With ML. Goku has an incredible amount of experience building and ...
🤹♀️ Building models that actually perform with Kyle Gallatin
20 Jun 2022
Contributed by Lukas
In this episode, I had the pleasure of speaking with Kyle Gallatin, a Machine Learning Software Engineer at Etsy. We talk about how he built the machi...
💬 MLOps for NLP Systems with Charlene Chambliss
16 May 2022
Contributed by Lukas
In this episode, I'm speaking with Charlene Chambliss, Software Engineer at Aquarium. Charlene has vast experience getting NLP models to production. W...
🧩 Simplifying Complex Ideas with Yannic Kilcher
18 Apr 2022
Contributed by Lukas
In this episode, I'm speaking with the one and only, Yannic Kilcher! We talk about sunglasses 😎, the value and methodologies behind taking complex ...
🔥 Getting Data Scientists to Write Better Code with Laszlo Sragner
14 Feb 2022
Contributed by Lukas
In this episode, we dive into the challenging but very important topic of getting data scientists to write better code. How to approach complex machin...
🎓 MLOps lessons learned helping companies build their ML systems with Lee Harper, Lead DS at Catapult
04 Nov 2021
Contributed by Lukas
In this episode, I'm speaking with Lee Harper, Principal Data Scientist at Catapult Systems. Lee holds a Ph.D. in Physical and Theoretical Chemistry. ...
🧠 Algorithmic challenges in bringing ML models into production with Roey Mechrez, CTO at BeyondMinds
20 Sep 2021
Contributed by Lukas
In this episode, I'm speaking with Roey Mechrez from BeyondMinds. Roey holds a Ph.D. in Electrical Engineering, with vast experience in computer visio...
🐤 Feature stores and CI/CD for machine learning with Qwak.ai VP Engineering, Ran Romano
11 Aug 2021
Contributed by Lukas
In this episode, I'm speaking with Ran Romano from Qwak.ai. Ran built the ML platform at Wix, and we discuss the various data roles, when organization...
🤗 Large ML models in production with HuggingFace CTO Julien Chaumond
04 Jul 2021
Contributed by Lukas
In this episode, I'm speaking with Julien Chaumond from 🤗 HuggingFace, about how they got started, getting large language models to production in m...
🛣 Finding your path in ML with NLP Engineer Urszula Czerwinska
27 Apr 2021
Contributed by Lukas
In this episode, I'm speaking with Urszula Czerwinska about her path as a data scientist, the projects she worked on, experiences gained as a data sci...