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Cıvıc

Civic is AI triage for city infrastructure reports. A resident photographs a pothole or a downed tree, the system classifies the photo, routes it to the right city team, and opens a work order. If the model call fails, it falls back to manual triage. I co-built it on a team of 3 and led the report map.

By the numbers

  • 216 of the team’s 437 commits, May 27 to August 29, 2026
  • 23 of 37 commits to the map components, built on MapLibre and deck.gl
  • 35 of 78 commits to the AI classification library
  • 148 test files
  • 74 Postgres and PostGIS migrations
  • Team of 3

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