Explorations at the intersection of urban data science, spatial planning, and algorithmic geography. A ledger of ongoing projects and theoretical inquiries.
As generative AI begins to influence urban design, we must question the provenance of the data that builds our digital twins. This essay examines the risk of recursive bias in metropolitan simulations and the necessity for human-centric ground-truthing in high-stakes planning environments.
Read full article →Using GIS-based mobility data to map the invisible barriers within the modern megacity. How physical topography and infrastructure legacy create pockets of isolation that standard economic models often fail to capture.
Read full article →Proposing a shift from static maps to dynamic ledgers, systems that record every transactional shift in the urban fabric. A deep dive into the technical requirements for building truly reactive planning dashboards.
Read full article →Brief observations on the implementation of automated zoning laws in Northern European cities. The balance between efficiency and the preservation of historical character.
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