Architects and builds production-grade AI systems for enterprise clients, owning the full journey from discovery and system design through hands-on engineering, deployment, scaling, observability, and production hardening. Leads LLM, RAG, agentic, data pipeline, and infrastructure architecture; engages senior client stakeholders; drives go-live outcomes; establishes reusable AI patterns; researches emerging frameworks; and mentors engineers.