8+ years of product management experience with AI/ML, voice AI, conversational AI, or enterprise platforms Deep technical fluency in AI/ML, understanding LLMs, architectures, and prompt engineering, RAG, fine-tuning, or AI agent development Track record of owning large, ambiguous, complex problems Demonstrable success building AI-powered products that shipped to production Exceptional communication and storytelling skills Strong quantitative skills Experience working directly with customers