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cyberpunk92/README.md

Mohsin Ali

Computer Vision & Deep Learning Researcher · Software Engineering @ UET Taxila

Undergraduate researcher specializing in medical computer vision, volumetric neuroimaging (3D MRI), and explainable deep learning (XAI). Experienced in developing custom architectures using PyTorch, MONAI, vision backbones (Swin Transformer, ConvNeXt, EfficientNet), and gradient-based interpretability (Grad-CAM).

Google Python Certified DeepLearning.AI Certified GitHub
Email

🔬 Featured Computer Vision & Machine Learning Repositories

Project Highlights & Tech Stack
3d-brain-mri-monai Volumetric 3D MRI brain segmentation and preprocessing pipeline using MONAI, PyTorch, and NiBabel/SimpleITK for neuroimaging data.
skin-lesion-project Multi-model benchmarking on dermatoscopic images evaluating ConvNeXt, Swin Transformer, and EfficientNet with PyTorch and Albumentations.
skin-lesion-gradcam-pytorch Explainable AI (XAI) diagnostic tool generating Grad-CAM and Grad-CAM++ heatmaps to visualize feature attribution and clinical regions of interest.
Practical-Machine-Learning Supervised and unsupervised ML workflows featuring feature engineering, model tuning, and ensemble methods (Scikit-Learn, XGBoost, LightGBM).

📜 Verified Certifications

Neural Networks & Deep Learning
Practical Machine Learning
AI for Autonomous Vehicles and Robotics
Crash Course on Python

🛠️ Technical Skills

Computer Vision & Deep Learning

PyTorch MONAI OpenCV Grad-CAM

Languages & Core Tooling

Python C++ SQL Linux

Machine Learning & Numerical Analysis

NumPy Pandas

📫 Contact

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  1. HOSPITAL-EMERGENCY-BED-ALLOCATION-SYSTEM HOSPITAL-EMERGENCY-BED-ALLOCATION-SYSTEM Public

    This is my database project for the hospital emergency bed allocation system.

    Python 2

  2. 3D-Brain-MRI-Segmentation-MONAI-PyTorch 3D-Brain-MRI-Segmentation-MONAI-PyTorch Public

    Volumetric 3D U-Net segmentation and multi-planar reconstruction pipeline for brain MRI using MONAI.

    Python

  3. BraTS-MRI-Brain-Tumor-Volumetry BraTS-MRI-Brain-Tumor-Volumetry Public

    Jupyter Notebook

  4. Practical-Machine-Learning Practical-Machine-Learning Public

    Coursera Practical Machine Learning Assignment

    HTML

  5. skin-lesion-gradcam-pytorch skin-lesion-gradcam-pytorch Public

    Explainable medical computer vision pipeline in PyTorch utilizing EfficientNet and Grad-CAM for dermoscopic skin lesion classification and diagnostic interpretability.

    Python

  6. skin-lesion-classification-deep-learning skin-lesion-classification-deep-learning Public

    Jupyter Notebook