

MLOps Week 29: Building the Future of ML Platforms with Ketan Umare
May 30, 2024
In this podcast, Ketan Umare, CEO of Union and former leader of the ETA models team at Lyft, discusses the evolution of ML platforms. Topics include the importance of collaboration in AI, challenges of using Airflow in ML operations, building ML platforms with correctness and collaboration, and the future of AI workflows. Insights on navigating the changing landscape of AI and building scalable infrastructures are shared.
Chapters
Transcript
Episode notes
1 2 3 4 5
Introduction
00:00 • 2min
Evolution of Machine Learning Solutions to Scalable AI Platforms
01:57 • 6min
Challenges and Limitations of Using Airflow in ML Operations
07:56 • 4min
Building ML Platforms: Ensuring Correctness and Collaboration
12:15 • 3min
Exploring the Future of AI Workflows
14:49 • 17min