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mjchaudhary00/README.md

Namaste, I'm Mj Chaudhary 👋

AI-Powered Epidemiology Expert | ML Engineer | Data Scientist | Python Developer

Welcome to my GitHub portfolio.
I build practical ML systems with clear documentation, strong evaluation, and real deployment.

🔥 Featured Projects

❤️ Heart Disease Prediction (End-to-End ML Pipeline)

  • 30,000+ synthetic patient records
  • XGBoost, LightGBM, Stacking Ensemble
  • ROC & PR AUC curves
  • SHAP explainability
  • FastAPI backend + Streamlit UI
    🔗 GitHub: Heart Disease ML Project

🤖 NLP: Medical Text Classification (Coming Soon)

  • BERT / DistilBERT
  • Fine-tuned for clinical text categories
  • Evaluation with F1 + SHAP word importance

📈 Time Series: Diabetes Case Forecasting (Coming Soon)

  • Prophet / LSTM
  • Multi-step forecasting
  • Seasonal + trend decomposition

🧠 Skills & Technologies

  • Python, Pandas, NumPy
  • Scikit-learn, XGBoost, LightGBM
  • SHAP, Feature Engineering
  • FastAPI, Streamlit
  • Git, GitHub
  • Healthcare Analytics & Epidemiology

🔗 Connect with Me

LinkedIn: https://www.linkedin.com/in/chaudharymehul GitHub: https://github.com/mjchaudhary00

Pinned Loading

  1. 15-DAAYS-PYTHON-SUMMER-PARTY-CHALANGE 15-DAAYS-PYTHON-SUMMER-PARTY-CHALANGE Public

    Jupyter Notebook

  2. heart-disease-ml-project_ heart-disease-ml-project_ Public

    End-to-end ML project for heart disease prediction using XGBoost, SHAP, and deployment-ready pipeline. Educational only.

    Jupyter Notebook 1