Ketan Umare, CEO at Union.ai, discusses ML orchestration vs MLOps, prioritizing features for open-source and enterprise projects, challenges of ML orchestration, building a flexible architecture, Unionverse flight and plugin models, challenges of large language models and evaluation.

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.