ML Platform Podcast

Apr 12 2024 43
ML Platform Podcast artwork

Get behind-the-scenes insights into the world of internal ML platforms and MLOps stack components with Piotr Niedźwiedź and Aurimas Griciūnas in their show, where together with ML platform professionals, they discuss design choices, best practices, and real-world solutions to MLOps challenges. Brought to you by neptune.ai.

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Building ML Platform at Uber, Feature Stores, Vector Databases, and Real-time Feature Management

Apr 12 2024 76 mins  
On this episode of the ML Platform Podcast, Mike Del Balso is our guest. Mike shares insights on his journey from Google to Tecton, building the ML platform (Michelangelo) at Uber, feature platforms, vector databases, and the future of the MLOps space in the world of foundational models.

Year in Review: LLMs & LLMOps, State of MLOps, and What's Next in 2024

Dec 22 2023 60 mins  
On this special, end-of-the-year episode of the ML Platform Podcast, Piotr Niedzwiedzi and Aurimas Griciūnas discuss the state of MLOps and LLMOps, the impact of LLMs on layoffs and ML team composition, unsolved LLM challenges, use cases that don’t align with LLMs, MLOps and LLMOps predictions for 2024, and more. With LLMs and AI being the center of discussion we also decided to

Building MLOps Capabilities at GitLab As a One-Person ML Platform Team With Eduardo Bonet

Sep 06 2023 63 mins  
On this episode of the ML Platform Podcast, we have Eduardo Bonet as our guest. Eduardo shares insights on the Staff Incubation Engineer’s work at GitLab, the relationship between MLOps and DevOps, the future of metadata tracking, CI/CD and ML model training pipelines, foundational (LLM) model metadata management, and more.

Learnings From Building the ML Platform at Mailchimp With Mikiko Bazeley

Aug 09 2023 109 mins  
On this episode of the ML Platform Podcast, we have Mikiko Bazeley as our guest. Mikiko shares insights on the ML Platform at Mailchimp, including success stories and golden paths, team structures, templating, generative AI use cases, feedback monitoring, and more.

Learnings From Building the ML Platform at Stitch Fix With Stefan Krawczyk

Jul 12 2023 77 mins  
On this episode of the ML Platform Podcast, we have Stefan Krawczyk as our guest. Stefan shares insights on the ML Platform at Stitch Fix, including problems solved, success stories and golden paths, team structures and management, product management, feature requests, going open-source, and more.

Navigating Organizational Barriers by Doing MLOps with Leanne Kim Fitzpatrick

May 25 2023 55 mins  
In this episode of MLOps Live, Stephen and Sabine speak with Leanne Fitzpatrick, Director of Data Science at Financial TImes. Leanne leads a team of data scientists and engineers who are responsible for building data-driven products and solutions to support the company's journalism, marketing, and subscription efforts. Prior to Financial Times, she held leadership roles at TalkTalk

Tackling MLOps Challenges in Computer Vision with Marcin Tuszyński

May 09 2023 49 mins  
In this episode of MLOps Live, Stephen and Sabine speak with Marcin Tuszyński, Data Scientist at ReSpo.Vision, a consulting firm that uses artificial intelligence to revolutionize football analysis. They discuss how AI and MLOps have revolutionized the way we look at football analytics and games, the ideal way to deal with large data sets, and the challenges that you are bound to

What Does GPT-3 Mean For the Future of MLOps? with David Hershey

Apr 26 2023 52 mins  
In this episode of MLOps Live, Stephen speaks with David Hershey, Vice President at Unusual Ventures, a seed-stage venture capital firm offering hands-on support and expertise to startups on their early-stage journey. David was also previously a senior solutions architect at TechTun. Before TechTun, he worked as a solutions engineer at Determined AI and as a product manager for the

Managing Data and ML Teams to Deliver Value with Delina Ivanova

Apr 12 2023 53 mins  
In this episode of MLOps Live, Stephen and Sabine speak with Delina Ivanova, Director of Analytics at Mistplay, a loyalty platform for mobile gamers. Delina was also previously the Associate Director of Data and Insights at HelloFresh. This episode is centered around managing data and machine learning teams to deliver value.

Leveraging MLOps Technologies and Principles at Non-ML Companies with Andreas Malekos and Ivan Chon-Hon Chan

Mar 29 2023 49 mins  
In this episode of MLOps Live, Stephen and Sabine speak with Andreas Malekos, Head of Artificial Intelligence at Continuum Industries, and Ivan Chon-Hon Chan, AI Engineer at the same company. This week’s episode is centered around leveraging MLOps technologies and principles at non-ML companies. They delve into the chasm between their research science and engineering teams and ho