The Evolution of Lyft's ML Feature Store

Explore the evolution of Lyft's machine learning feature store in this 13-minute conference talk presented by Devon Mittow, a Staff Data Engineer with over a decade of experience in data engineering across various industries. Gain insights into how Lyft's ML feature store has adapted and grown alongside the company's business needs. Learn about the challenges and solutions encountered in developing and maintaining a robust feature store for a major transportation platform. Discover key takeaways that can be applied to other data engineering and machine learning projects in various industries.