wildfire-risk

end-to-end pipeline to predict next-day wildfire risk from NASA FIRMS (active fires) and Meteostat weather, train LightGBM, and visualize alerts in Streamlit.

Climate data, grid-ready, open NOAA/NASA/USDA inputs for electric utility predictive maintenance.

End-to-end climate-health risk intelligence platform combining weather, air-quality, fire, and mortality data with dbt, PostgreSQL, ML alert ranking, and Dash.

Near-term wildfire risk forecasting platform for California using H3 geospatial indexing, NASA FIRMS, AlphaEarth embeddings, weather features, baseline ML models, and a map-ready dashboard.

Automated regional wildfire risk forecasting system using open data sources

Open-source climate due-diligence screener for real estate - live NASA POWER climate signals, key-gated NASA FIRMS wildfire checks, transparent 0-100 hazard scoring, buyer checklists, and self-hosted .NET 10 + PostgreSQL + Docker Compose.

Professional energy data science portfolio — wildfire risk modeling, grid investment optimization, load forecasting, and energy economics research tools built for utility infrastructure analytics.

University of Arizona - GIST 909 Master's of GIST Final Project

This repository contains the open source specifications for the FireBreak Risk API system, a comprehensive API framework for wildfire risk assessment and mitigation scoring. These specifications are designed to standardize how wildfire risk data is collected, processed, and shared across different platforms and organizations.

A wildfire risk visualization tool for the city of Los Angeles using geospatial data and climate projections.

Official implementation of ST-SCKM: A spatially constrained spatio-temporal clustering algorithm for GeoAI, wildfire risk zoning, and spatial data science.

Overstory — independent third-party profile of a public API surface, by API Evangelist. Overstory provides AI-powered vegetation intelligence for electric utilities and grid operators. The platform fuses high-resolution satellite and aerial imagery with machine learning to detect vegetation encroachment, hazard trees, and wildfire risk along power

Pitch Aeronautics — independent third-party profile of a public API surface, by API Evangelist. Pitch Aeronautics provides AI-powered weather intelligence and drone-deployable line solutions for electric utilities, helping them boost grid capacity, increase reliability, and reduce wildfire risk.