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  1. Emergency_medical_vehicle_routes_optimization Emergency_medical_vehicle_routes_optimization Public

    This project enhances EMS response times by developing a navigation system using real-time position data and actual speeds. Using Brussels' EMS data, it calculates average vehicle speeds and integr…

    Python

  2. NER-Location-extraction-and-geocoding NER-Location-extraction-and-geocoding Public

    This script processes conflict-related security incidents from an Excel file. Utilizing a local Large Language Model ensures privacy while extracting and structuring location data for submission to…

    Jupyter Notebook 1

  3. RefugeeCampShelterDetection-YOLOv8 RefugeeCampShelterDetection-YOLOv8 Public

    This project automates detection and counting of shelters in a refugee camp to estimate population. A drone's high-def image is analyzed with YOLOv8 for detecting shelters and other categories. The…

    Jupyter Notebook 2

  4. ArcGIS_Toolbox ArcGIS_Toolbox Public

    ArcGIS Pro toolbox with 15+ Python tools for data management, spatial analysis, and workflow automation. Features LLM integration, AGOL/Portal utilities, geodatabase management, and batch processin…

    Python 2