78%
model accuracy
Lung Cancer Risk Prediction
Deep learning model for early-stage lung cancer detection trained on 5,000+ medical records. Optimized precision-recall trade-off with class balancing and F1 / AUC-ROC evaluation for clinical relevance.
Python
PyTorch
Pandas
Deep Learning
80%
model accuracy
Loan Prediction System
Supervised classification model predicting loan approval outcomes with risk stratification. Includes feature engineering, GridSearchCV hyperparameter tuning, and a REST API endpoint for integration testing.
Python
Scikit-learn
Pandas
REST API
Jupyter
AQI
impact quantified
COVID-19 Trend & Air Quality Analysis
Analyzed 5,000+ pandemic and air quality records to identify correlations between lockdown periods and AQI improvement across cities. Applied time-series decomposition and regression modeling.
Python
Pandas
NumPy
Matplotlib
Stat Modeling
5
govt schemes analyzed
PMKVY Audit & Performance Analytics
Built a full data pipeline and Streamlit dashboard analyzing major Indian government welfare schemes — PMKVY, PMAY-G, MGNREGA, PMUY, and Ayushman Bharat — using official CAG audit reports, PIB releases, and Union Budget data. Covers financial variance, target achievement, risk scoring, and beneficiary breakdowns across 14 processed datasets.
Python
Streamlit
Plotly
SQL
Scikit-learn
Power BI