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ML - Powering 500M Decisions Daily

· 2 min read

Every day, Lyft's platform makes over 500 million machine learning predictions that power critical business decisions. These aren't batch jobs running in the background - they're real-time, high-stakes predictions that directly impact the user experience, from pricing rides to detecting fraud, predicting ETAs to matching drivers with incentives.

The Scale of ML

Bird's Eye View

Sample Ride Request

The Model Code Structure

Credits