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rushanmukherjee/README.md

👋 Hey there, I'm Rushan Mukherjee!

🎓 M.Sc. Computer Science | 🌍 ML Engineer | 📊 ML & Data Science Enthusiast

I'm passionate about solving real-world problems through satellite imagery, environmental data, and AI. My work bridges the gap between data and impactful insights, with a focus on sustainability, spatial analysis, and machine learning.

🛠️ Technologies & Tools

Python scikit-learn NumPy Pandas PyTorch PyTorch Lightning MLflow Streamlit QGIS

🔬 Featured Projects

🌧️☔🌊 Urban Flood Emulator
Atttention Based Deep Learning algorithm for emulating floods in urban regions. Tested on German cities.

🛰️🌍☁️ Cloud Segmentation using Multi‑View Learning
Robust algorithm for cloud and cloud shadow segmentation using Gated Fusion and Unets. Master thesis project.

🌳🪓🪵 Sunderbans Deforestation Analysis
Satellite-based analysis of mangrove loss using Landsat data & unsupervised clustering. Bachelor thesis project.

🤝 Let’s Connect!

LinkedIn
📧 rushan.mukherjee@gmail.com

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  1. Sunderbans-Deforestation-Analysis Sunderbans-Deforestation-Analysis Public

    This project was completed as part of my bachelor thesis with another colleague. We investigate the percentage of forest cover in the mangrove forests of India(Sunderbans) using Landsat satellite i…

    JavaScript 1 1

  2. GeospatialDataAnalytics GeospatialDataAnalytics Public

    I learn how to manipulate geospatial data using python libraries.

    Jupyter Notebook

  3. Robust-Cloud-Segmentation-in-Satellite-Images-using-Multi-view-learning Robust-Cloud-Segmentation-in-Satellite-Images-using-Multi-view-learning Public

    This repository contains the document and code for my master thesis at Saarland University.

    Python

  4. Urban-flood-emulator Urban-flood-emulator Public

    Forked from dinesh-k-natarajan/urban-flood-emulator

    Deep learning emulators for large-scale, high-resolution urban pluvial flood prediction

    Python