GeoGrid-Bench: Can Foundation Models Understand Multimodal Gridded Geo-Spatial Data?
This project provides tools to simulate and visualize the optimal placement of Electric Vehicle (EV) chargers in Berlin using NSGA-II optimization. Tech: Python, Geopandas, Pymoo, Folium
Network-based assessment of travel-time access, healthcare supply, underserved wards and strategic primary healthcare expansion across Kano State, Nigeria.
This project demonstrates two approaches for **multi-objective optimization** using the **NSGA-II genetic algorithm** to determine optimal locations for **nursing service centers**. Tech: Python, pydeck, pymoo, streamlit
Geo-ReAct - A tool-augmented reasoning agent for geo-spatial question answering over OpenStreetMap
Project contribution to Omdena's initiative to develop an AI-based system for wildfire spread prediction and early warning in Uttarakhand. This contribution focuses on using Land Surface Temperature (LST) data, geospatial analysis with Google Earth Engine, and Python to predict wildfire behaviors and identify potential hotspots.
🌍 Assess disaster damage effectively with DisasterM3, a dataset combining remote sensing and vision-language for improved response strategies.
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