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Meggison/README.md

Hello, I'm Misan!

I'm an MSc AI & ML graduate from the University of Birmingham passionate about ML, Maths & Computer Vision. Currently working on research for Statistical & ML Bounds for Learning Theory

Skills & Expertise

  • Programming: Python, C++, Go, SQL, Web Development (HTML, CSS, JavaScript), Flask
  • Machine Learning & AI: TensorFlow, PyTorch, OpenCV, Pandas, NumPy, Seaborn, Matplotlib
  • Cloud & Tools: Microsoft Azure, Power BI, QGIS

Projects

Machine Learning • Geospatial Analysis • Dashboard Development
Monitoring system using ML and satellite imagery to detect and predict deforestation patterns.
Tech Stack: Python, Google Earth Engine, QGIS, Azure ML


Natural Language Processing • Real-time Data • Visualization
NLP system for analyzing public sentiment towards political figures via social media.
Repository
Tech Stack: Python, Twitter API, Power BI, NLP

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  1. pac-tuple-study pac-tuple-study Public

    A Probabilistic Convolutional Network for Contrastive Learning Problems for N-Tuple Loss Evaluation

    Python 1

  2. 3D-MRI-Segmentation 3D-MRI-Segmentation Public

    Implementation and Analysis of Image Segmentation Techniques Applied to 2D & 3D Medical MRI Images

    Jupyter Notebook

  3. ProjectCanopy2 ProjectCanopy2 Public

    Forest Canopy Deforestation Monitoring in the Congo Region with Satellite Imagery

    Jupyter Notebook 1

  4. maxhartml/NeuralIPS-Polymer maxhartml/NeuralIPS-Polymer Public

    Fast ChemBERTa baseline for the NeurIPS 2025 Open Polymer Prediction challenge: multi-task regression, masked wMAE loss, Kaggle-ready notebook & script.

    Jupyter Notebook 2

  5. kornia/kornia kornia/kornia Public

    🐍 Geometric Computer Vision Library for Spatial AI

    Python 10.9k 1.1k

  6. MyanmarChapter_MicroGridOptimization MyanmarChapter_MicroGridOptimization Public

    A Machine Learning solution to optimise microgrid operations in rural areas, enhancing energy efficiency and reducing costs.

    Jupyter Notebook 1