Merlin, Shopify’s new machine learning platform, is based on an open-source stack and tooling called Ray. In this talk, we share a deeper look at the process of building with Ray, the architecture behind Shopify’s new ML platform, and how Merlin, using Ray, is helping us scale our ML work.