Geoff (GEOspatial Fact Finder) is a geospatial AI that turns natural language into spatial queries and displays results on a web map
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Oct 30, 2025 - Python
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geospatial-ai
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Winner of FIAP'S Global Solution 2025.1 Challenge. This repository contains the architecture for a multi-agent system where five autonomous "Guardians" work in synergy to predict, manage, and respond to complex events like wildfires, epidemics, and infrastructure failures.
python iot micropython esp32 predictive-analytics multi-agent-systems disaster-response fastapi agentic-ai geospatial-ai
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Aug 13, 2025 - Python
FRA Atlas AI is an intelligent forest rights digitization and monitoring system that automates document verification via OCR, classifies land using CNN & ISRO Bhuvan data, and powers a LangChain-based Decision Support System for transparent, data-driven governance.
ocr gis pandas postgis data-cleaning cnn-model decision-support-system smart-india-hackathon react-frontend document-digitization langchain government-technology llm-integration fastapi-backend geospatial-ai fra-atlas forest-rights-act land-classification isro-bhuvan
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Oct 22, 2025 - TypeScript
AI-Powered Climate Vulnerability Assessment for Transportation Infrastructure using Google's Satellite Embeddings
transportation cosine-similarity google-earth-engine climate-change geospatial-analysis change-detection multi-temporal climate-resilience geospatial-ai infrastructure-assessment satellite-embeddings 64-dimensional-analysis alphaearth-foundations deepmind-ai earth-engine-api
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Aug 1, 2025 - Jupyter Notebook
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