Building a large scale ML Platform focusing on Pinterest’s realtime ML feature infrastructure, feature store, and data standards using big data technologies.
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Technical lead on ML Platform's Data team
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Key contributions: Large scale distributed data serving; Unified feature access control, compliance and governance; Feature Engineering for machine learning
Logging and Observability - Senior Software Engineer
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Designed and developed core caching component of a new logging pipeline. Identified issues and improved components of Lyft's logging pipeline to reduce on-call by 80%.
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Developed a novel streaming classification system supporting structural inference
Growth Platforms - Team Lead and Software Engineer
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Built out an analytics ingestion platform to run experiments designed to increase the number of rides and boost engagement on the platform
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Collaborated with PM and cross functional teams to create a long term high impact roadmap for team
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Mentored multiple junior engineers from interns to FTE