Shopifys Machine Learning Platform Real Time Predictions
Source
Shopify Engineering
Author
Shopify Engineering
Date
Terms in this piece · Glossary
inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
Why it matters
Shows how a general-purpose model-serving layer is built on Ray with a Feast-backed offline/online feature store, and where the latency and generalization tradeoffs land when many teams deploy to one platform.
