Work

One engineer, four kinds of work. Here it is, told four ways.

Most of it comes from Hybridge, a dental implant company where I've been the only engineer in the building.

Three projects from each. Every discipline's page has the full list.

AIE

I build healthcare LLM pipelines that fill a schema, cite their evidence, strip patient data first, and send anything uncertain to a person.

FDE

As the only engineer at a dental implant company, I sit with the person who has the problem, ship into their tools, then train them.

MLE

I ship models with the unglamorous parts done properly, like an imaging system that replaced a $98K vendor quote for about $25 a month.

SDE

Every AI system I ship sits in software built to last: databases that enforce their rules, strict typing, over a thousand tests, and runbooks.