Real-time Feature Generation at Lyft // Rakesh Kumar // #334

Agentic Conversations (formally mlops.community) · Jul 25, 2025 · 58m · transcript

Real-time Feature Generation at Lyft // MLOps Podcast #334 with Rakesh Kumar, Senior Staff Software Engineer at Lyft.

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// Abstract

This session delves into real-time feature generation at Lyft. Real-time feature generation is critical for Lyft where accurate up-to-the-minute marketplace data is paramount for optimal operational efficiency. We will explore how the infrastructure handles the immense challenge of processing tens of millions of events per minute to generate features…