4 posts on Hackathon.
A single-page React app that bundles a hand-scraped database of hackathon winners from 1999 to 2026. Zero backend. Every visitor downloads the whole dataset and filters locally. Also a candid diary of what the scraper couldn't recover.
24 hours to build a support-ticket triage agent. The interesting parts weren't the retrieval. They were the fast-path rules in front of it and the regex grounding verifier behind it.
JacHacks Spring 2026: how a graph-memory research agent pivoted mid-hack into a triage tool, and why contraindication is a graph-edge problem.
A Gemma 4 fine-tune that rewrites discharge summaries at Flesch-Kincaid grade 3.8 while holding 94% information preservation. Deployed as a Hugging Face Space.
