Featured
AI Incident Response & Forensics Engine
When an AI agent takes a wrong action in production, this engine reconstructs what happened, attributes it to a specific version change, measures the blast radius, and exports an audit-ready incident report.
AI & the Labor Market Dashboard / Job Automation Risk Map
Scores 774 occupations by AI exposure using task-level data from O*NET and the AI Occupational Exposure (AIOE) framework, ranking which jobs face the most automation pressure.
AI Infrastructure Readiness Index
Evaluates and ranks U.S. states on their readiness for AI infrastructure deployment, measuring factors like energy availability, broadband capacity, talent pools, regulatory conditions, and environmental resilience.
Which Companies Are Most Sustainable
Ranks companies on ESG/emissions reporting to show leaders and laggards in environmental performance.
All Projects
Assistive Touch AI Widget
A floating cross-browser extension that brings instant AI actions — summarise, ask, simplify, and read aloud — to any webpage without leaving the site you're on.
Personalized AI Skills Gap Analyzer
Upload a résumé and target JD to identify missing skills. Recommends tailored resources to close gaps.
LinkedIn AI Graph + Chatbot (Personal Contact Navigator)
Chat interface over your LinkedIn graph: ask "Who in my network works on climate AI?" and get context-aware answers.
College Town Economics
Analyzes U.S. college towns to identify the largest local economies, key industries, and university impacts on growth and jobs.
Y Combinator Growth Tracking & Batch Performance
Growth-tracking system for Y Combinator companies with interactive database sortable by funding stage, batch, and category. Tracks startup progression and surfaces top performers and trends.
ResearchGate AI Matchmaking for Academic Research
Embeddings + topic modeling to match researchers and papers by interest/expertise — accelerates collaboration.