- Turn research checkpoints into production-ready inference services
- Design and maintain high-performance APIs serving millions of requests
- Optimize inference latency and throughput across GPU infrastructure
- Build scalable serving architectures that handle unpredictable traffic
- Improve reliability, monitoring, and observability across model-serving systems
- Prototype and ship demos that showcase new capabilities in days, not weeks
- Collaborate closely with researchers to move from idea to live endpoint rapidly