At Camerin Health Technologies Pvt Ltd, I develop machine learning solutions and data-driven applications using Python, Pandas, NumPy, and Scikit-learn. I also perform exploratory data analysis and create visualizations to communicate business insights.
On my Customer Churn Prediction project, I trained Logistic Regression, Random Forest, and XGBoost models, reaching a 0.87 F1-score after GridSearchCV tuning. I used SMOTE and evaluated performance with ROC-AUC, confusion matrices, and feature importance.
I also developed a content-based movie recommendation engine and enhanced it with collaborative filtering, then deployed an interactive Streamlit application. For a sales analysis project, I used SQL and Python to analyze retail transactions and designed an interactive Tableau dashboard.
