Implement AI engineering best practices through LLMOps/MLOps, model lifecycle management, monitoring, observability, deployment controls, and performance optimization.
Establish the runtime and governance framework for AI Agents, including execution isolation, permission control, auditability, evaluation, stability, and cost governance.
Partner closely with IC design teams to ensure to deliver comprehensive technical specifications, rigorous benchmark reports, and high-value patent proposals.