i was in design school when facebook happened. taught myself to code. now building health infrastructure that AI understands.
garbage in, garbage out.
most health data is chaos. recipes without structure. fitness data in silos. apps that can't share context. and when AI tries to help? it hallucinates. i'm building the infrastructure layer — structured APIs, unified schemas, data that AI can actually use. not just apps. the layer underneath.
the rabbit holes
| Title | |
|---|---|
| Aug 2025cognitive retrieval systems exhausted parents don't need hallucinated advice at 3am. a retrieval system that knows when to answer, when to ask, and when to say "i don't know." | |
| Jul 2024athletic data protocol you save workouts from ten different creators. none of them talk to each other. a unified format that makes any workout comparable and trackable. | |
| Dec 2023verifiable health intelligence personalized health recommendations. your data never leaves your device. not a privacy policy. math. | |
| Mar 2023meal metrics ai grandma's recipes don't come with nutrition labels. an api that structures any recipe and calculates macros. |