My Projects

📈 1. AI4Onco – Cancer Risk Prediction Dashboard

Tools: Python, Scikit-Learn, SHAP, Power BI
Built an ML model to classify cancer risk levels and visualized insights (SHAP, ROC, calibration). Created a Power BI dashboard for medical teams.

🔗 https://github.com/shinejose0007

📉 2. Superstore Sales Analytics — Power BI Dashboard

Interactive sales dashboard showing:

Profit by segment
Regional performance
Customer analysis
Forecasts & trends
Used DAX and advanced visuals for KPI optimization.

🔗 https://github.com/shinejose0007

🧠 3. Medical Imaging Classification (MONAI + Streamlit)

Developed MRI classification & preprocessing pipeline with MONAI.
Built a Streamlit app with:

MRI viewer
Segmentation preview
Prediction output

🔗 https://github.com/shinejose0007

📊 4. HR Analytics Dashboard

Analyzed attrition, performance, hiring pipeline.
Delivered a sleek, HR-friendly Power BI dashboard with clear metrics.

🔗 https://github.com/shinejose0007

🔮 5. Customer Churn Prediction (Python ML)

Built and tuned ML models to predict churn probability.
Used SHAP for interpretability and business insights.

🔗 https://github.com/shinejose0007