Scientific software.

I design and build tools for people doing research-heavy work — computational chemistry, interpretable AI, and the unglamorous infrastructure that keeps a record trustworthy.

In development

Working build

GUIDE

A research notebook for people who need their records to hold up. Text, structures, data and computation in one document — with every result still attached to the inputs, versions and steps that produced it.

Local-first, and legible by design: if the software did something, you can see what it did and why. Not yet public. If we're talking in person, ask me to show you the build.

Previously

What I'm after right now

Not sign-ups. A few practising scientists willing to use GUIDE on something real and tell me exactly what's wrong with it. If your records are a mess and you've made peace with it, I'd like to hear why.

Tell me what's wrong with it