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Ashfaq002/README.md

👋 Hi, I'm Ashfaq Ahamed

I am a Biomedical Engineer passionate about AI in Healthcare, Medical Image Processing, and Medical Informatics. With expertise in Deep Learning, Computer Vision, Python Development, Data Analytics, and Web Development, I am confident in my skills and committed to making a significant impact in the field, bridging the gap between AI and medical diagnostics.

🔬 Expertise & Tech Stack

  • Deep Learning & AI: TensorFlow, PyTorch, OpenCV, YOLOv8, CNN
  • Medical Image Processing: MultiResUNet, ResNet-18, K-Means Clustering
  • Programming: Python, SQL, HTML, JavaScript
  • Cybersecurity & Web Development: Python automation, Squarespace, Flask
  • Data Annotation & Analysis: LabelImg, Image Segmentation, Object Detection

🚀 Projects & Research

📌 Diabetic Retinopathy Detection, Segmentation & Classification

  • Developed a web app integrating YOLOv8 (detection), MultiResUNet (segmentation), and ResNet-18 (classification).
  • Published research on precise segmentation of optic discs and blood vessels with 87% & 98% accuracy.

📌 Automated Brain Tumor Segmentation in MRI

  • Implemented K-Means Clustering for tumor segmentation with Gaussian blur and post-processing.

📌 Cybersecurity & Web Automation

  • Completed Google Cybersecurity certification, worked on Python-based automation for cybersecurity tasks.

📌 Face Mask Detection AI

  • Built an AI-based mask detection system for real-time healthcare monitoring.

📚 Currently Learning & Future Goals

  • Bioinformatics & AI in Medical Imaging 🧬
  • Advancing in SQL & Cloud Computing ☁️
  • Pursuing Master’s in Bioinformatics (Germany, Winter 2025) 🇩🇪

🤝 Let’s Connect & Collaborate!

I’m always open to collaborations on Medical AI, Computer Vision, and Web-based AI applications. Feel free to reach out!

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  1. ashfaq_portfolio_website ashfaq_portfolio_website Public

    HTML

  2. MultiResUNet-for-Precise-Segmentation-of-OpticDisc-and-Blood-Vessels-in-Diabetic-Retinopathy MultiResUNet-for-Precise-Segmentation-of-OpticDisc-and-Blood-Vessels-in-Diabetic-Retinopathy Public

    MultiResUNet for Precise Segmentation of Optic Disc and Blood Vessels in Diabetic Retinopathy

    Jupyter Notebook

  3. Diabetic-Retinopathy-Detection-Segmentation-and-Classification-Using-YOLOv8-MultiResUNet-ResNet-18 Diabetic-Retinopathy-Detection-Segmentation-and-Classification-Using-YOLOv8-MultiResUNet-ResNet-18 Public

    Diabetic Retinopathy Detection, Segmentation, and Classification Using YOLOv8, MultiResUNet, and ResNet-18

    Python 1

  4. HTML-FLASK-DEVELOPMENT HTML-FLASK-DEVELOPMENT Public

    CSS

  5. AI-IN-HEALTHCARE-Q-A-CHATBOT-WITH-RAG AI-IN-HEALTHCARE-Q-A-CHATBOT-WITH-RAG Public

    Jupyter Notebook