Materials chemistry — research tooling
I study matter. I build the instruments that read the literature.
01 — Instruments
Mapping engines with fresh preprint coverage. The chart of a field as it stands this week — not as it stood last year.
Paper explorers that make a conference of ten thousand submissions legible — whether you have read the field for a decade or arrived this morning.
Pipelines of agents built to fetch, read, and cross-verify claims at scale.
The shared aim: weeks of literature work, compressed into hours.
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.
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