
 MLOps Weekly Podcast
 MLOps Weekly Podcast 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 
