Raleigh Civic Pulse
About the project
Raleigh CivicPulse helps Transit and Stormwater find GoRaleigh bus stops that overlap mapped flood-hazard areas. It checks the geometry, shows the source records, and can use Gemma 4 to draft a joint inspection brief. Stop 8099 is a verified map overlap; it is not evidence that flooding or service disruption occurred.
Built with
reactcodexgemma
AI tools
Coded withGitHub CopilotCodexGemma 4 31BKilo Code
Prize Categories Entered
- Submitted

Best Use of DigitalOcean
Hosting app on digital ocean, using Digital Ocean serverless inference with open models.
- Submitted

Best Open-Source AI Project
Hosted app on Digital Ocean, used serverless inference.
- Event prizeSubmitted
Best Use of Raleigh Open Data
Uses Raleigh open data, combines multiple data sets to create synergy and coordination between municupal departments.