02Projects
A few systems worth showing in full. Each a case, not a card. Hover any project to bring its screenshot forward. What it does for real people first; the stack second.
An agentic AI bot that finds jobs, tailors every answer, and auto-applies, then tracks each application.
A multi-agent auto-application system: it navigates job sites, reads each posting, writes tailored cover letters and open-ended answers under hallucination control, scores experience fit, and submits, all logged to a live application tracker. (Company names in the screenshot are redacted.)
Web-mines and aggregates in-network care across Medi-Cal plans so anyone can find help they can actually reach.
Access Medi-Cal LA knocks down the barriers that keep people from care they are entitled to. It web-mines and aggregates provider and resource data across multiple Medi-Cal plans, reconciles it against L.A. Care's live FHIR directory, and surfaces in-network options a member can actually get to, ranked by distance or real travel time (walk, bike, drive) via Google Maps Platform APIs (Geocoding, Distance Matrix, Directions / Routes) on a Leaflet / OpenStreetMap map. Built for people without a car or an obvious place to start.
Assigning ICD codes from clinical text automatically, at 71% F1 on a notoriously long-tail label space.
A medical-coding model that maps unstructured clinical notes to ICD codes, reaching 71% F1 against a highly imbalanced, long-tailed label set. 🔧 Expand: the architecture, dataset, and how you handled the tail.
＋More work
A multi-agent system that runs a research question end to end: search, read, verify, synthesize.
Case studyBlack-Scholes options pricing and prediction, rendered fast enough to keep open all day.
Case studyPlaced 10th in the world in the Mercor AI competition.
Case study