Building
Companies, products, hackathon projects and client work.
Hydra
A company that builds companies out of AI agents. Some of them even make money.
VideoForge
Node-based AI video editor that keeps characters and objects consistent across shots. First at MIT AI Ventures Demo Day.
DeFacto Protocol
Prediction markets on whether news is true, with quadratic voting, on Algorand.
Algorithmic trading bot
News and social sentiment, ML price prediction, risk management and backtesting.
Cost-constrained epidemic containment
Minimum-cost edge removal to keep SIS prevalence under a threshold, with GraphSAGE edge costs on Facebook100 networks. Harvard STAT 175.
The Grandmaster's Path
Difficulty metrics and Elo ratings for the Wikispeedia game. EPFL Hall of Fame.
Persona MCP
MCP server that answers as a public figure, grounded in their own interviews and articles.
Zeitgeist Studio
Three agents turn a trend and a company profile into a full marketing campaign.
Interview Analyzer
Six agents turn an interview recording into a study guide with model answers.
Fraud detection for science, at CERN
Two-stage ML pipeline that flagged 260,000+ fake publications on Zenodo at 93.8% precision.
AquaExport
Exports a water utility's quality and flow readings from PostgreSQL to Excel reports. Client work.



















