How I approach product decisions

I connect customer needs, business goals and technical constraints to help teams deliver useful products.

Customer needsBusiness goalsTechnical constraints
Useful products

My current focus is AI-enabled products: LLM strategy, retrieval-augmented generation (RAG), AI agents, prompt engineering, model evaluation and guardrails.

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