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Muhammadmuraad/README.md

Muhammad Muraad

Machine Learning | Deep Learning | Data Analytics | Computer Vision

Portfolio-style GitHub README β€” optimized for Dark & Light GitHub Themes


About Me

I am a passionate Machine Learning and Data Analytics professional with hands-on experience in Deep Learning, Medical Image Processing, NLP, and Data Visualization. I enjoy building intelligent, scalable systems and transforming data into actionable insights using modern AI frameworks.


Tech Stack

Programming & Data

Python NumPy Pandas Matplotlib OpenCV

Machine Learning & Deep Learning

TensorFlow Keras PyTorch

Tools & Platforms

Streamlit Git GitHub


Featured Projects

Disease Detection System (ML + Streamlit)

Repository:
πŸ”— https://github.com/Muhammadmuraad/streamlet-app-for-disease-detection-using-support-vector-machine-and-K-nearest-neighbors

  • Disease prediction using Support Vector Machine (SVM) and K-Nearest Neighbors (KNN)
  • End-to-end ML pipeline with preprocessing, training, and inference
  • Integrated into an interactive Streamlit application

Technologies: Python, Pandas, Scikit-learn, Streamlit


Paddy Disease Detection Using CNN

Repository:
πŸ”— https://github.com/Muhammadmuraad/paddy-disease-detection-using-CNN

  • Deep learning-based crop disease classification
  • Implemented Convolutional Neural Networks (CNN)
  • Image preprocessing and augmentation for improved accuracy

Technologies: Python, TensorFlow, Keras, OpenCV


Text Emotion Recognition Application (NLP)

Repository:
πŸ”— https://github.com/Muhammadmuraad/Text-emotion-recognition-app-streamlit-app-

  • Emotion classification from textual data
  • NLP + Machine Learning pipeline
  • Deployed through a Streamlit-based interface

Technologies: Python, NLP, Scikit-learn, Streamlit


GitHub Statistics

GitHub Stats Top Languages


Areas of Interest

  • Artificial Intelligence & Deep Learning
  • Medical Image Processing
  • Computer Vision
  • Natural Language Processing
  • Data Analytics & Visualization

Connect With Me

LinkedIn Facebook Instagram Twitter TikTok WeChat WhatsApp


Contact & Collaboration

I am open to:

  • Machine Learning & Deep Learning roles
  • Data Analytics opportunities
  • Research in Medical Imaging & NLP
  • Freelance and open-source collaborations

If my work aligns with your goals, feel free to connect.

⭐ Support my work by starring the repositories you find useful.

Pinned Loading

  1. Comparative-analysis-study-of-KNN-CNN-SVM-NB-on-brain-Tumor-classifications-and-detection. Comparative-analysis-study-of-KNN-CNN-SVM-NB-on-brain-Tumor-classifications-and-detection. Public

    Python 1

  2. RandomForest-and-gradientbootingregressors RandomForest-and-gradientbootingregressors Public

    Jupyter Notebook 1

  3. USA-house-prediction-linear-regression-.Mean-square-error USA-house-prediction-linear-regression-.Mean-square-error Public

    Jupyter Notebook 1

  4. protfolio protfolio Public template

    CSS

  5. 4-models 4-models Public

    Jupyter Notebook

  6. Email-validation- Email-validation- Public

    Python