Zero-to-one AI PM who builds inside a large enterprise. I don’t just write requirements—I build my own RAG prototypes (Python, ChromaDB, vector embeddings) to validate feasibility before engineering starts. I got my Paralegal Certification to deeply understand my legal-tech users.
Scaled Lexis+ AI to 20,000+ MAU and 300,000+ monthly prompts in a regulated B2B environment. Drove 10x internal LLM adoption by building self-serve tools and running hands-on enablement.Product managers should understand what they’re building. I validate product decisions by building prototypes and researching implementation approaches.


