My Portfolio

Explore my data science projects, machine learning models, and interactive dashboards

H
Machine Learning

Health Insurance Claims Prediction System

Advanced ML system predicting claim status (Approved/Denied/Pending) and claim amounts using XGBoost and classification models.

PythonXGBoostScikit-learn+4
Dual prediction system with interactive analytics dashboard
F
Machine Learning

Financial Delinquency Predictor - Credit Risk Modeling

Early risk indicator system predicting credit delinquency using behavioral patterns, credit utilization, and payment history.

PythonScikit-learnPandas+3
Early delinquency detection with hyperparameter-tuned models
C
Machine Learning

Car Price Prediction with Feature Engineering

ML application predicting car selling prices using Linear Regression with 96% R² accuracy and comprehensive residual analysis.

PythonScikit-learnStreamlit+2
96% R² accuracy with visual analytics
S
Predictive Modeling

Smart Electricity Bill Predictor

IoT-inspired ML application predicting daily electricity consumption and costs based on appliance usage and environmental factors.

PythonScikit-learnStreamlit+2
Daily & monthly bill predictions with usage optimization insights
E
Analytics

E-commerce Analytics: SQL & Python Integration

Advanced SQL query project analyzing customer behavior, revenue trends, retention rates, and YoY growth with Python visualization.

SQLPythonPandas+1
15+ analytical queries from basic to advanced complexity

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