Machine Learning at Stripe: Infrastructure and Innovation

This chapter explores the speaker's background and role at Stripe, emphasizing their transition from research in physics to engineering management in machine learning infrastructure. Highlighting the collaboration between machine learning teams and data infrastructure, the discussion centers on the development of the Railyard API, which streamlines model training on Kubernetes. The chapter also addresses the evolving user base and the importance of cross-team cooperation for simplifying machine learning workflows.