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My Projects

A collection of my software engineering and data science projects showcasing different technologies and problem-solving approaches.

Projects List

  • Navigate LA28 interactive map UI

    Navigate LA28: Real-Time Geospatial Navigation

    Big-data geospatial platform delivering dynamic routing and urban-planning analytics for the LA 2028 Olympics.

    • Spark + PostGIS
    • Leaflet.js maps
    • Docker microservices
    ReactLeaflet.jsFastAPIApache SparkPostGISDocker+2 more
  • Dockership freight-ship management UI

    Dockership: Optimized Freight Ship Management System

    Containerized application that automates container loading, unloading, and weight-balancing for freight ships.

    • Dockerized deployment
    • Real-time 2D visualization
    • MongoDB Atlas
    PythonStreamlitDockerMongoDB AtlasPytest
  • Sensor fusion visualization

    Sensor Fusion for Self-Driving Vehicles

    Highway-traffic simulator fusing LiDAR, RADAR, and camera data via Unscented Kalman Filter for vehicle tracking.

    • LiDAR & RADAR parsing
    • UKF tracking
    • RMSE evaluation
    C++PythonOpenCVPCLNumPyMatplotlib
  • Crowd localisation heat-map

    Transformer Models for Crowd Localisation

    End-to-end transformer model predicting head positions in dense crowds with KMO-Hungarian matching.

    • Transformer backbone
    • EBC framework
    • MAE/MAE metrics
    PyTorchTransformersCLIPPython
  • Image deblurring before-after

    Image Deblurring Using Autoencoders

    U-Net-based convolutional autoencoder achieving state-of-the-art PSNR/SSIM across multiple datasets.

    • U-Net architecture
    • CelebA & GoPro
    • Adam optimizer
    TensorFlowKerasPythonOpenCVNumPy
  • Chatbot conversation interface

    Chatbot Using Transformer Models

    Comparative study of LSTM vs. Transformer chatbots on the Cornell Movie Corpus, with performance evaluation.

    • Transformer encoder-decoder
    • Performance analysis
    • Cornell corpus
    PyTorchTransformersPython
  • Tech Mock API dashboard

    Tech Mock API

    MERN-stack mock-server platform allowing users to spin up custom API endpoints for testing workflows.

    • MERN stack
    • Dynamic endpoint generation
    • Developer tooling
    ReactNode.jsExpressMongoDBJWT
  • Admin dashboard KPI charts

    Admin Dashboard

    Enterprise MERN dashboard with JWT-based auth, RBAC, and real-time KPI visualisations.

    • Role-based access
    • Dynamic charts
    • Modular design
    ReactNode.jsExpressMongoDBJWTRedux