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I help product, operations, innovation and leadership teams turn vague AI opportunities into concrete, prioritized, testable and documented workflows.
I work on AI use-case framing, value/feasibility/risk prioritization, PRDs, LLM/RAG/agent workflow design, rapid prototyping, backlog structuring, impact metrics and business-tech coordination.
My approach is pragmatic: start from a real business problem, identify what is actually worth automating, choose the right level of complexity, build a usable prototype, document decisions and prepare a realistic path toward industrialization.
My background combines a selective business-school education, a quantitative preparatory-class track, product experience in startups.