Lead work on high-throughput systems that collect, forward, and perform real-time computation on behavioral events. Build infrastructure for ingesting clickstream, product interaction, and transactional data. Ensure infrastructure scales to handle millions of messages per second at single-second latency. Add a computation engine for real-time personalization based on live behavior. Preserve <1s end-to-end system latency at throughput over 1,000,000 messages / second. Improve caching strategies for the online computation service. Architect a system to deduplicate message delivery at 1,000,000 messages / second. Develop patterns for elegant and zero-downtime deployments in the online computation service. Own and deliver projects from start to finish. Work directly with customers to solve scaling problems. Influence the technical roadmap.