Judge Finder
An expertise-matching system that maps each team's work to the judges best suited to evaluate it across the fields XPRIZE brings together, from quantum algorithms to real-world applications.
2 / At XPRIZE
Systems behind
a global prize.
At XPRIZE, I turn underused data into new insight and reduce manual work through automation and modular AI systems.
Prize Operations Command Center
A single operating view for the full team lifecycle, from 800+ registrations to 12 finalists. It tracks team status, communications, eligibility, payments, judging, partner engagement, and summit attendance.
1 / Flagship products
What I build,
end to end.
I build modular AI systems that turn a real problem into a product, reusable by design and sharper with every run.
◆ Flagship independent build
What Tokenmaxxing means →
Tokenmaxxing
An MCP-powered operating system that orchestrates planning, building, review, and release through an auditable agent loop. The full workflow runs end to end.
What Tokenmaxxing means →
◆ Local business build
Visit the product →
CardSearch AI
Built around a local card shop's need for accurate, stable pricing. It turns fragmented market data into one defensible price through a focused search workflow.
Visit the product →
◆ Independent AI review product
revAIew
AI investigates the page. revAIew checks the evidence, keeps uncertainty visible, and stops before the final call so a person can choose what gets through.
See how revAIew works →3 / How I work
A clear path
from idea to use.
I start with the workflow and the people using it, then design the system, ship the working version, and scale it.
1
Ideate
Find the real problem under the busywork.
2
Design
Shape the system and the flow before code.
3
Build
Build the working version, not a spec.
4
Ship
Get it in front of real users fast.
5
Scale
Harden it into a system a team runs on.