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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

☁️ Cloud Segmentation using Multi‑View Learning
Explored and constructed a 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

Popular repositories Loading

  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. Human-Activity-Classification-HLCV-Summer-2022 Human-Activity-Classification-HLCV-Summer-2022 Public

    Forked from p0l4r/Human-Action-Recognition-HLCV-Summer-2022

    Project Repository for HLCV Summer 2022

    Jupyter Notebook

  3. Physiological-Activity-Tracker-using-Vitality-Signatures Physiological-Activity-Tracker-using-Vitality-Signatures Public

    We investigate how different physiological activities change our Heart Rate and SpO2 values and created a prototype for activity tracking.

    Python

  4. Vitals-Classification-Data-Preparation Vitals-Classification-Data-Preparation Public

    Jupyter Notebook

  5. Vitality_Project_Dashboard Vitality_Project_Dashboard Public

    Forked from sambitbhaumik/Wellness_Dashboard

    A Streamlit dashboard to visualize wellness data collected from wearable device

    Python

  6. 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