Smart city dashboard for analyzing and visualizing municipal complaints across departments with insights, alerts, and decision support.

A high-security ecosystem and forensic defense system designed to protect municipal data registries against advanced adversarial threats.

Data science layer for an AI-assisted municipal planning decision-support prototype (CAN-SIMPLAN).

GIS data validation and asset preparation pipeline built on City of Guelph Open Data using ArcPy

Interactive dashboard to explore municipal energy usage and GHG emissions (2015–2017 dataset). Built with React, Chart.js, and TailwindCSS for clean, responsive data visualization.

A Model Context Protocol (MCP) server providing seamless access to eThekwini municipality's comprehensive GIS datasets through standardized APIs, enabling spatial data integration for AI agents and applications.

Construção dos indicadores municipais para o Brasil, utilizando os microdados do Censo 2010 através do R e Stata ---- Construction of municipal indicators from Brazil’s 2010 Census microdata using Stata and R

Pull municipal meeting data from Legistar and friends into one normalized JSON shape

Unofficial San Antonio municipal finance datasets reconstructed from City PDFs.