Teams at Sage Care Inc.

Build production AI agent systems for healthcare workflows such as scheduling and medication refills. Develop orchestration, tool-use, conversation-state, recovery, evaluation, and ML pipelines. Analyze production conversations, identify failures, create evaluation datasets, measure agent quality, and improve reliability across models and prompts. Partner with research to productionize techniques while balancing quality, latency, and cost.

Build and scale the real-time backend platform powering AI voice agents. Responsibilities include designing session state and workflow runtimes, model orchestration, concurrency and reliability systems, Rust migration, performance troubleshooting, service boundary design, load testing, observability, and production readiness across healthcare partners.

Own full lifecycle of Epic and other EHR integrations: identify read/write APIs, architect scalable integration frameworks, collaborate with partners, product, and ML teams, and drive projects from discovery to launch.