News & achievements
Awards, grants, talks and the occasional hackathon trophy: a running record of what I've been up to.
Researcher track winner · Anthropic × Cerebral Valley, with Gladstone Institutes · 1 of 299 projects · an honest MCP triage tool for non-coding cancer variants: a regulatory-activity score, the mechanism a variant breaks, and a confidence flag
Fivetran track winner · sponsored by Google (Devpost) · a five-agent system on Gemini 3.1 and the Agent Development Kit that recomputes a calibrated ACMG probability when a variant is reclassified, then drafts patient recontact, clinician in the loop, nothing auto-sends
The in-silico stratification workspace for rare-cancer drug development · drop in a target, it simulates the cohort, predicts the responder subgroup with confidence intervals, ranks resistance pathways and cites every claim · beachhead H3 K27M diffuse midline glioma · a Gemini XPRIZE 2026 entry · research use only
Using Neural Networks and Foundation Models to Understand Gene Regulation in the MCF-7 Breast Cancer Cell Line
Harvard University · 125 participants selected from 2,000+ applications
Google DeepMind Vibe Code with Gemini 3 Pro Hackathon
Hack-Nation 4th Edition · ElevenLabs Track
Nationally competitive award · 18% success rate
