How Coinbase Builds Sequence Features for Machine Learning - Feature Store Summit 2025

Coinbase uses ML to power products ranging from fraud detection to personalized recommendations, and sequence features have become critical to improving model performance across these domains. In this talk, we’ll share how Coinbase built a framework to productionize user action sequences at scale, enabling models to learn directly from rich behavioral histories. About the Speaker: Joseph McAllister is a Senior Software Engineer working on Coinbase's ML Platform.