Shopify’s machine learning platform team builds the infrastructure, tools and abstracted layers to help data scientists streamline, accelerate and simplify their machine learning workflows.
Merlin is a new ML platform they rolled out recently that handles different (often conflicting) requirements, inputs, data types, dependencies, and integrations.
The story contains details on the Architecture, Use Cases, going to production as well as its limitations.