Design and evolve an enterprise AI/ML/LLM platform, lead end-to-end AI use case delivery from discovery to production, implement LLM solutions (RAG, prompt management, agents), build IaC and automation (Terraform, Python), define data/integration patterns, enforce governance with security/privacy teams, and ensure reliability, observability, and operational readiness for AI workloads.