Bridging Engineering, Product & Business
I am a Technical Product Manager and AI product leader with over 10 years of experience building at the intersection of cloud architecture, enterprise software, and cutting-edge AI systems.
Throughout my career—spanning leadership roles at Amazon, Microsoft, and Vertex—I have specialized in one specific challenge: reducing the distance between a high-level business vision and a production-ready technical implementation.
My approach is rooted in the belief that AI should not be a "feature" added to a product, but a strategic core that transforms the user experience and operational efficiency. I combine deep technical fluency in LLMs, RAG, and Agentic workflows with a product-first mindset focused on measurable business outcomes.
Strongest where technical depth meets product judgment: clarifying ambiguous customer problems, defining rigorous PRDs, prioritizing high-impact trade-offs, and aligning cross-functional teams to deliver on a roadmap.
Core Expertise
- ✦AI Product Strategy & Roadmapping
- ✦Enterprise SaaS Architecture
- ✦Fractional TPM Leadership
- ✦Cloud Platform Modernization
- ✦AI Evaluation & Risk Management
Professional Pedigree
Enterprise Leadership
Proven track record at global technology leaders (Amazon, Microsoft, Vertex) delivering scalable cloud and platform products.
AI Innovation
Deep experience in LLM integration, RAG systems, and Agentic AI strategy for modern SaaS platforms.
Product Rigor
Expertise in PRDs, backlog ownership, and OKR-driven delivery for complex enterprise environments.