work · 4 case studies
Tools that shipped, with the numbers they were measured on.
Each case study says what the tool does, how it was validated, and what it does not do yet.
research vaults
A curated knowledge vault per subject: one summary per paper, two indexes, a citation graph, a dashboard, and a retrieval protocol that checks whether a claim has since been overturned.
amr islands dashboard
An annotation pipeline and three static pages over NCBI Pathogen Detection: where each resistance gene sits, what it travels with, how its family varies and folds, and whether the lab result agrees with the genotype.
ai-ready data
Extraction, structure, embeddings and a frozen validation split: the groundwork before any model, done so that whatever is trained or asked can be measured.
vee-lab.eu
A static site for the Virus in Ecology and Evolution lab at Radboud University: research, team, publications, two databases and nineteen protocol pages, generated as plain HTML with a Python build step for SEO and structured data.