Productionizing an Online Product Recommender using Event Driven Architecture

Productionizing an Online Product Recommender using Event Driven Architecture
February 23, 202610 min read Machine-Learning From Prototype to Production: Real-Time Product Recommendation With Contextual BanditsApache FlinkApache KafkaBenchtopContextual BanditsOnline Machine LearningOpen Data StackPythonRecommender SystemValkey

Apache Flink, Kafka and Valkey turn a contextual bandit recommender into an event driven service with stateful training and low latency inference.