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.
- Read
- Match
- Check
- Assign
I turn complex workflows into AI products and operating systems, from revyu.si and CardSearch AI to the infrastructure behind XPRIZE Quantum Applications.
At XPRIZE, I turn underused data into new insight and reduce manual work through automation and modular AI systems. In October 2026, I’m presenting a paper at the GESDA Anticipation Summit in Geneva and speaking on quantum computing at the Caltech Entrepreneurs Forum. More on my XPRIZE work.
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.
A single operating view for the full team lifecycle, from 900+ registrations to 12 finalists. It tracks team status, communications, eligibility, payments, judging, partner engagement, and summit attendance.
I build modular AI systems that turn a real problem into a product, reusable by design and sharper with every run. Read the stories behind revyu.si and CardSearch AI.
The best minds. Review your work. Speak with one voice.
Agents built from the public work of the best humans review your docs, code and plans. Every note is checked, and what holds up becomes one clear review.
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.
I start with the workflow and the people using it, then design the system, ship the working version, and scale it.
GoalOnboard more users to the platformone chunk of work per step
Find the real problem under the busywork.
Find where new users drop off
Shape the system and the flow before code.
Map a three-step first run
Build the working version, not a spec.
Guided setup with sample data
Get it in front of real users fast.
Roll out to 10% of signups
Harden it into a system a team runs on.
Track activation every week