Architect API integrations with customer infrastructure
Build AI evaluation pipelines
Co-build with customer teams
Identify reusable field patterns
Implement observability frameworks
Lead development of AI applications
Mentor engineering talent
Solve data readiness and state management blockers
Transition prototypes to production agentic workflows