selected work
The Index
The builds come first — each one is its own chapter: what it is, how it works, and the numbers behind it. Read one all the way through before the next. Everything else lives below.
builds
Chapters
Full products — each its own read.- 01yourvault2026An iMessage AI that turns every video you share into a searchable memory.Read chapter
- 02AI vs AI2026A neon arcade where real frontier models fight — debate, chess, poker, CTF, live.Read chapter
- 03program-design2026See what your AI actually built — a verifiable map of any codebase.Read chapter
- 04The Bias Graph2026A custom neural network that reads media bias the way an editor would — relative to everyone else.Read chapter
- 05Sleep Vision2024A bedside camera that learns how you actually sleep.Read chapter
- 06Cyber SimLab2025Learn cybersecurity by living the incident — hands-on attack & defense simulations, not slideshows.Read chapter
also built
Hackathons, orgs & interfaces
Shipped fast, founded, or designed.- H1Hold That Thought2026A real-time fact-checker that listens to a conversation, transcribes it live, and surfaces facts about it on an iOS Live Activity — never breaking the flow.Devpost
- H2Paragon · Catalog Match2026Type industrial fastener shorthand like “SHCS 7/16 x 2-1/2” and a hand-rolled parser returns the right catalog row with calibrated confidence — no embeddings.paragon
- H3LegalEval2026An accuracy harness that grades frontier models on legal-clause extraction against lawyer-labeled contracts (CUAD), re-grading live in the browser.legaleval
- D1UCSB Sigma Eta PiCo-founder & PresidentCo-founded and built UCSB's premier business & entrepreneurship fraternity from the ground up — site, brand, and chapter.ucsbsep.com
- D2Consult Your CommunityBusiness AnalystPro-bono strategy for local businesses through UCSB's chapter — and the marketing site that recruits for it.cyc
- D3CollabBoard2025A real-time collaborative whiteboard interface — infinite canvas, live cursors, and PDF annotation, synced with CRDTs.collabboard