Build. Optimize. Dominate.
I don't build features. I build systems that compound — so the work works while you sleep.

Former U.S. Marine, MBA, and AI engineer. I've shipped 13+ production AI applications — autonomous agents, voice interfaces, retrieval systems — that turn messy operations into clean, compounding leverage.
Most builders ship features. I architect systems: find the one constraint holding everything back, design the smallest change that moves it, and automate it so it runs 24/7 without you. Make money. Save time. Kill risk.
DIAGNOSE
Map the system end to end and find the real constraint — the one everyone else optimizes around.
ARCHITECT
Design the leverage point: the smallest change that moves everything downstream.
AUTOMATE
Build it to run itself — 24/7, zero downtime, no babysitting required.
DOMINATE
Compound the gains. The system sharpens while the competition sleeps.
Most people automate tasks. I architect outcomes.
Systems that pay for themselves.
“An autonomous assistant that sees, hears, schedules meetings and makes calls — 90% query resolution at zero downtime.”
“Matched candidates to roles at 90% accuracy and cut hiring time by 60%.”
“Retrieval-augmented search across massive knowledge bases at 95% accuracy.”