AI Systems & Optimization

Make complex systems work better.

I use AI, product thinking, and systems design to remove waste, increase speed, and scale what works.

Work & Projects

Product

Turns fragmented context into structured recommendations, tradeoffs, risks, evidence, and next actions.

Systems / Case Study

Structuring customer needs, tradeoffs, and decisions on a $4.9B automated transit program.