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MCA Student
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MCA Student
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Amaan-developpeur/README.md

Hi, I'm Mohammed Amaan

Final-year MCA | ML & DL Practitioner | Computer Vision

About Me

  • Final semester MCA student.
  • Passionate about Machine Learning, Deep Learning, and their real-world applications.
  • Strong foundation in Python, ML/DL algorithms, neural networks, and model explainability.
  • Interested in building scalable, interpretable ML systems — beyond basic pipelines.

Tech Stack

Core Languages & Libraries

Python NumPy Pandas Matplotlib Seaborn Jupyter

Machine Learning

scikit-learn SHAP

Deep Learning

TensorFlow Keras Custom CNNs ResNet MobileNet Inception U-Net

Computer Vision

OpenCV

🌐 APIs & Dev Tools

FastAPI Docker Git GitHub

Currently Exploring

Self-Supervised Learning (SSL)

📊 GitHub Stats

🔗 Connect With Me

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  1. fundus-image-disease-classification fundus-image-disease-classification Public

    Deep learning pipeline for classification of Cataract, Diabetic Retinopathy, Glaucoma and Normal using fundus images

    Jupyter Notebook 4

  2. retinal-vessel-segmentation retinal-vessel-segmentation Public

    This project demonstrates deep learning-based segmentation of retinal blood vessels from fundus images using a U-Net architecture with an EfficientNetB4 encoder. The goal is to segment vessel struc…

    Jupyter Notebook 3

  3. HeartPredictionAPI HeartPredictionAPI Public

    A machine learning-powered REST API for predicting the presence of heart disease based on patient clinical data. Built using FastAPI and Dockerized for easy deployment. The model uses a tuned Suppo…

    Jupyter Notebook 2

  4. Face-Detection-Using-OpenCV-s-Deep-Neural-Network Face-Detection-Using-OpenCV-s-Deep-Neural-Network Public

    Face detection on images using OpenCV’s DNN module with a pre-trained Caffe SSD[Single Shot Multibox Detector] model.

    Jupyter Notebook 2

  5. simple-reflex-ai-agent simple-reflex-ai-agent Public

    A modular Python implementation of a Simple Reflex Agent, designed to simulate intelligent behavior using condition-action rules. This project serves as an educational demonstration of one of the f…

    Jupyter Notebook 1