Technical write-ups on some of the harder problems I came across.
| Paper | Topic | Stack |
|---|---|---|
| 3d on the web | Building stylized procedural 3D objects for the web without an asset pipeline | Three.js, React 19, Next.js 15 |
| Chat bot memory | Persistent memory for a Twitch chat bot without storing raw chat logs | C#, Streamer.bot, Gemini Flash |
| Collab detection | Confidence-ranked collab detection for Twitch from several imperfect signals | Twitch Helix API, Prisma, PostgreSQL |
| How I built P.A.T.H.O.S. | Building a job-search system around deterministic scoring, constrained AI, and pipeline intelligence | React 19, Supabase, Gemini |
| Glass Box transparency | Glass Box transparency for persona state, optimizer stages, and inbound job intelligence | React 19, Supabase, Gemini |
| Email sync | Deterministic-first inbound email sync for job-search pipelines with review and undo | Supabase Edge Functions, TypeScript, LLM Fallback |
| ML prediction | Adding a learned prediction layer without replacing the deterministic scoring engine | JavaScript, Supabase, PostgreSQL |