Powering Millions of Real-Time Decisions with LyftLearn Serving

Powering Millions of Real-Time Decisions with LyftLearn Serving

摘要

Hundreds of millions of real-time decisions are made each day at Lyft by online machine learning models. These model-based decisions include price optimization for rides, incentives allocation for drivers, fraud detection, ETA prediction, and innumerable others that impact how riders move and drivers earn.