Pioneering a Next-Gen AI Platform with Ray at eBay

Discover how eBay revolutionized its AI platform by integrating Ray in this insightful 32-minute conference talk from Ray Summit 2024. Explore the transformative impact of Ray on eBay's AI ecosystem, including accelerated development, optimized GPU resource usage, and enhanced user experience. Gain valuable insights into four key production scenarios where Ray has made significant contributions: batch inference, near-real-time feature engineering pipelines, distributed training, and comprehensive AI solutions. Learn about the challenges faced, solutions implemented, and lessons learned during the integration process. Examine how Ray has influenced eBay's product design and understand the importance of thoughtful design in managing assets and leveraging the platform throughout the machine learning lifecycle. Presented by Yu Yucai from eBay, this talk offers a deep dive into the pioneering efforts of a next-generation AI platform.