Product leader · AI-native systems · Real estate / PropTech

I ship AI-native products end to end — the strategy, the roadmap, and the architecture underneath.

Fifteen years taking consumer and platform products from zero to one and to scale at Sprint, Sharp and ZTE; now a founder running an AI product studio with five shipped products. A licensed real-estate agent, so I build for a market I transact in.

5
products shipped across proptech, fintech and consumer AI
15+
years leading consumer and platform products
$35B
revenue segment supported at Sprint — consumer scale
DRE
licensed California real-estate agent — operator’s view of the market
Selected work

Case studies

Each one follows the same arc: the problem, the non-obvious insight, the bets, the system, the numbers, and what I’d do differently.

All case studies →

How I work

A portfolio discipline, applied to product

The same lifecycle runs across every product I build. It is how one person ships five products without betting the studio on any of them.

  1. 01ValidateConfirm real demand before engineering commits.
  2. 02PrototypeAI-assisted builds turn a thesis into a working MVP in days.
  3. 03ShipLaunch early to real users; learn in production.
  4. 04MeasureInstrument activation and retention before features.
  5. 05ScaleDouble down on what earns it; deprecate what doesn’t.

Operating principles →