Build an ultra-low latency online feature store for real-time inferencing using Amazon ElastiCache for Redis

In this post, we explore how our customers are building online feature stores on AWS with Amazon ElastiCache for Redis to support mission-critical ML use cases that require ultra-low latency. We will cover reference architecture including a sample use case based on a real-time loan approval application that makes online predictions based on a customer's credit scoring model using features stored in an online feature store powered by ElastiCache for Redis.