Tripadvisor delivers real-time personalization to over 400M monthly users using ML models powered by ScyllaDB on AWS. Their Visitor Platform processes billions of daily requests with millisecond latency, leveraging a custom feature store, Kubernetes microservices, and data pipelines. Migrating from Cassandra to ScyllaDB boosted performance and reduced operational overhead.