My Projects
Explore my data science and machine learning projects
Filter by Category
Featured
Titanic Survival Prediction
Machine learning project predicting passenger survival using ensemble methods and feature engineering techniques.
Python
Scikit-learn
Pandas
NumPy
+2
Featured
Satellite Signal Strength Prediction
Advanced regression pipeline predicting satellite signal quality from weather conditions using multiple ML algorithms and real-time API data.
Python
Scikit-learn
XGBoost
Pandas
+4
Featured
Churn Risk Intelligence
Production-ready machine learning solution for predicting customer churn with 84.77% ROC-AUC. Features 16 optimized models, SHAP interpretability, Optuna hyperparameter tuning, and comprehensive business insights.
Python
Scikit-learn
XGBoost
Optuna
+9
Featured
Bank Term Deposit Prediction - Advanced ML Pipeline
A comprehensive ML solution predicting customer term deposit subscriptions using 8+ algorithms with hyperparameter tuning, achieving 60% F1-Score improvement over baseline models.
Python
Scikit-learn
XGBoost
LightGBM
+7