Conventional legal search retrieves similar documents. NormaLab asks a different question: how did a specific rule operate across a body of judgments, where is practice stable, where does it diverge, and what supports each conclusion?
The public method exposes the path from question and corpus to citation, report, and evaluation verdict—even when the work is returned for revision.
My role
Data engineering · Agent systems · Reproducibility · Citation engine
BY Maps combines 129 years of demographic data, an interactive map, eleven research tracks, and three scenarios through 2075. It tests whether an engineer can enter a new field and publish work that a domain expert can reproduce, challenge, and recalculate.
The site combines a country-to-city atlas with eleven research tracks; every result leads back to data, code, and assumptions.
My role
Research framing · Data pipeline · Modelling · Visualisation