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Developed a GIS-based evacuation route optimization tool using Python libraries (GeoPandas, NetworkX, Folium). Implemented machine learning and geospatial analysis for dynamic route planning, enhanced with real-time data visualization and traffic flow simulations for emergency scenarios.

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  • Python 50.4%
  • Jupyter Notebook 39.2%
  • HTML 7.6%
  • Cython 1.9%
  • C 0.5%
  • C++ 0.4%