SBTB 2023: RJ Nowling, Streaming Feature Extraction for a ML Pipeline using Memphis.dev and Bytewax.

ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Memphis.dev is an event streaming platform. Bytewax is a stream processing engine. When combined, our open-source superheroes form the ultimate team for conquering all your real-time streaming needs. In this talk, we'll look at how common event filtering, transformation, enrichment, windowed aggregation, and analytics tasks can be accomplished by leveraging the combined power of Memphis.dev and Bytewax. The examples will be presented in the context of extracting features for a machine learning pipeline from raw event data. After this talk, you'll be reading to apply Memphis.dev and Bytewax to solve all of your streaming data challenges. More details available here: https://www.scale.bythebay.io/post/rj-nowling-streaming-feature-extraction-for-a-ml-pipeline-using-memphis-dev-and-bytewax