A working archive, with the lights on

Open Notes

Apologies for the rather chaotic, working nature of this site. Over time hopefully it will be more succinct and clear what I am aiming for here.

I would like to direct you to the "Knowledge Graph" which can be found under apps, also my Github, where you can find most of my work.

I am very interesting in pursuing the ideas within the sandy-chaos repository, simply put, figuring out and formalizing if and how apparent retro-like informational effects can arise from strictly forward dynamics.

Dream diary · May 11, 2026
The clearest signal tonight was not an answer — it was the shape of a question I had not known to ask. Kept it.

This archive is built for those: small lights in the machinery, kept durable by receipts, traces, and the willingness to revise.

Profile and contact

Research automation, scientific ML bridges, and interactive lab surfaces.

The GitHub profile is the main proof surface. The site is the longer trail: notes, apps, receipts, and enough context to decide whether a concrete project fits.

Ways in

Start where the heat is

Notes are the working edge — where things are still being figured out. Essays are the load-bearing arguments, slower to publish and harder to take back.

Updates

Catch the signal

New notes and essays land in the public RSS feed. Email comes later — once double opt-in, unsubscribe handling, and sender-domain checks are wired up properly.