MEDICINE is a public multi-organ knowledge portal on the Columbia LABS site. My involvement on that track wound down around January 2025. Like the rest of this site’s LABS write-ups, the work below is framed around supporting peer review and lab collaboration—helping reviewers and partners navigate plots, summary statistics, and downloads on controlled paths—not consumer growth marketing.
Scope in one pass: human–computer interaction and information architecture for review workflows, visitor / traffic “map”-style visibility, and a download control layer (security, privacy, availability, access policy). No credentials or private implementation detail here.