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A pipeline for creating an interactive web map portal from geospatial point data. The key feature is that it creates a static website (i.e., no back-end services) that can be hosted on the web or from an usb drive. Based on the kepler.gl framework.
Real-time urban traffic intelligence system for Lahore & Riyadh using Deep Learning (Transformers/CNN-LSTM), Kafka streaming, and congestion-aware route optimization.
Script to extract photos metadata directly from the database used by the OSX Photos app so they can be visualised spatially and temporally in Kepler.gl
Predict EV charging demand and population using interactive maps, SHAP insights, and machine learning. Built with Streamlit, powered by geospatial data from Washington State EV records.
Interactive dashboard built on D3.js that shows the number of fires happened in the US from 1992 to 2015. Web app also includes interactive map that illustrates the occurrence of the fire by location, time and fire size.