Case Study
Pollution Intel Grid
Interactive geospatial monitoring dashboard with 7-day AI risk forecasting and scenario simulations.
What is the Intel Grid?
An interactive environmental intelligence platform that visualizes pollution metrics on a geospatial grid, predicting upcoming environmental hazards and allowing users to simulate various mitigation scenarios.
Problem
Environmental monitoring data is often disconnected, static, and retrospective. City planners and citizens need forward-looking intelligence to prepare for pollution spikes and understand the potential impact of hypothetical environmental interventions.
Architecture & Features
Mapping: Folium dynamic overlays
Forecasting: 7-Day ML predictive analytics
Simulations: Interactive dashboard parameters
Tech Stack
PythonStreamlitPandasFoliumPlotlyScikit-learn