Michael Garate is a Staff Software Engineer in Machine Learning Enablement at Etsy, where he has worked for a combined eight years. He designed and built Raven, Etsy's embedding management system, and has led cross-org technical strategy for ML platform infrastructure serving search, ads, and recommendations. His current focus is enabling ML teams across Etsy to independently create, serve, and monitor the data that powers their products.