What I do
I build tools that do one thing and do it honestly: they say what the data supports, and they also say when it supports nothing. I work on cosmetic actives, chemical catalogues, regulatory data and scientific literature.
Research on actives
From the plant to the molecular target: what is measured, what is predicted, and which experiment would tell the two apart.
Chemical and regulatory data
Catalogues, identifiers, regulatory status. Joining different sources without inventing matches that do not exist.
Purpose-built tools
Applications built around one precise question, with the limits stated inside the interface rather than in a footnote.