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Donnie Greenberg

Co-founder and CEO of Runhouse, a serverless distributed compute platform for AI and ML. Previously, product lead for PyTorch at Meta.

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Nov 11, 2024 • 1h 16min

ML Infrastructure Without The Ops: Simplifying The ML Developer Experience With Runhouse

Donnie Greenberg, Co-founder and CEO of Runhouse and former product lead for PyTorch at Meta, shares insights on simplifying machine learning infrastructure. He discusses the challenges of traditional MLOps tools and presents Runhouse's serverless approach that reduces complexity in moving from development to production. Greenberg emphasizes the importance of flexible, collaborative environments and innovative fault tolerance in ML workflows. He also touches on the need for integration with existing DevOps practices to meet the evolving demands of AI and ML.