Twenty years of taking whatever was scattered, manual, or simply too dense for anyone to get through — and turning it into something a team can run, trust, and build on. This page describes what I solve, not where I've worked.
a process that lives in one person's head, and in spreadsheets only they understand
a system the whole team can run, trust, and hand off — every figure traceable back to where it came from.
a pile of documents, images, or signals no one has time to read one by one
a model that reads it for them, tested until it holds up outside a demo, not just inside one.
a subject nobody in the room understands yet
people who can use it themselves — the goal was never to be the only one who understands it.
Available to relocate. The logistics of moving are not the obstacle — finding the right fit is.