Materials chemistry · research tooling
Watching matter move at the atomic scale. Creating better advanced materials.
01 · Instruments
An interactive similarity graph of a research field, with preprint coverage current to the week.
62 NeurIPS 2024/25 papers, distilled and cross-linked for a materials scientist entering AI.
A dynamics-first graph of Japanese researchers: 5,000 nodes, navigable in a 3D force layout.
A local-first dashboard over lab Slack that tracks follow-ups and ships a digest daily at 07:00.
All built for my own research. That is the whole brief.
02 · Flagship
In the lab
A literature review, assembled by a fleet.
A coordinated fleet of AI agents fetches the literature, preprints and journals alike, reads it in full, and cross-verifies claims before a line is written. The synthesis arrives as a draft review: structured, cited, every claim holding a path back to its source.
03 · Papers
04 · Commission
I take a small number of commissions: research tooling designed and built for labs and R&D teams, shaped to how your group works.
linkedin.com/in/augieatqa replies within a week