Real-Time Computing Demo with Elliot Marx | Chalk x Convex

Elliot Marx, Co-founder of Chalk, demos how Chalk enables real-time computation for ML features. In this session, he walks through how Chalk helps teams compute feature values at the moment they’re needed—without using precomputed batch pipelines. Highlights: - What makes Chalk’s approach to real-time computation unique - How Chalk runs Python UDFs, SQL queries, and aggregations instantly - A live fintech use case featuring credit reports, transactions, and real-time fraud detection - Optimizing query plans for low-latency performance - Deploying and iterating on features seamlessly