About
Product leader and hands-on builder focused on enterprise networking, security, and AI-enabled product development. I bridge strategy and execution across product vision, go-to-market planning, pricing and packaging, and cross-functional delivery.
I build AI applications hands-on (Polymorph, AnalystAI, multi-agent platforms) to pressure-test capability, inform product strategy, and accelerate practical experimentation. Working through multi-agent frameworks gives me firsthand insight into the strengths and limits of modern AI systems.
That perspective helps me collaborate more effectively with engineering teams, drive product decisions grounded in real implementation challenges, and push the boundaries of what's possible in AI-driven enterprise products.
Product strategy, shipped in code
Open-source AI applications I build hands-on — to pressure-test capability, sharpen product decisions, and stay close to the implementation realities my engineering partners face every day.
polymorph
Open-source AI platform with a multi-agent architecture (Search, Research, Build) plus a live React canvas that compiles single-file artifacts in-browser. Multi-provider model routing via Vercel AI Gateway, instrumented with Arize Phoenix for LLM observability and continuous evaluation.
vana.bot
Full-stack AI chat application with interactive artifacts (React components, SVG, Mermaid diagrams) rendering live in-browser.
AnalystAI
AI document research app — upload PDFs, extract & chunk content, and chat with a grounded AI analyst powered by RAG.
How I work, end to end
Selected enterprise problems I framed, prototyped, funded, and shipped — the PM craft behind the resume bullets.
BreeziNet
Prototyped and pitched a unified fiber & wireless offering in a two-day workshop, securing executive buy-in for development.