Ketan Umare
Software engineer at Lyft, founding member of the Flyte project. Leads the Flyte team and focuses on large-scale data processing and solving business problems using data and computation.
Best podcasts with Ketan Umare
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Jan 30, 2020 • 45min
Scalable and Maintainable Workflows at Lyft with Flyte w/ Haytham AbuelFutuh and Ketan Umare - #343
In this discussion, Ketan Umare and Haytham AbuelFutuh, both software engineers at Lyft, dive into the innovative Flyte project they contribute to. Ketan shares the motivation behind developing Flyte, while Haytham highlights its Kubernetes-native design. They explore strong typing's role in improving user experience, the challenges of managing machine learning workflows, and Flyte's open-source journey to foster community engagement. The conversation also touches on data provenance and optimizing computational efficiency in large-scale data processing.
Oct 10, 2020 • 1h 5min
MLOps Coffee Sessions #12: Journey of Flyte at Lyft and Through Open-source // Ketan Umare
Ketan Umare, a Senior Staff Software Engineer at Lyft, discusses his pivotal role in the development of Flyte, a pivotal open-source project for machine learning infrastructure. He explains why Flyte was created, highlighting its capacity to handle tens of thousands of workflows and millions of tasks. The conversation delves into the complexities of mapping technology and the algorithmic challenges in ride-sharing. Ketan also shares insights on open-source community engagement and the transition to using Go for backend development.
