10+ years in senior engineering or AI leadership (CTO, Head of AI, Distinguished Engineer) Hands-on experience deploying production AI/ML at scale Proven background in systems architecture, LLM/agent development, eval/safety frameworks, or threat modeling Exceptional written and verbal communication Portfolio of decision-oriented artifacts (ADRs, diagrams, audit results, etc.) Experience in regulated healthcare or clinical AI (nice-to-have) Prior advisory, fractional, consulting, or board-level support experience (nice-to-have)