Bhavin Shah
Consultant | Data Analyst
About Me
Data Analyst skilled in Excel, Python, and Power BI, dedicated to uncovering insights that drive business growth. Passionate about continuous learning and helping others reach their potential.
Known Tools
Insurance Premium Prediction
Developed and deployed a high-accuracy predictive model (>97%) for insurance underwriting, ensuring real-time predictions via a scalable cloud platform. Built an interactive Streamlit app for underwriters to input data and receive predictions, incorporating machine learning techniques such as model optimization, hyperparameter tuning, and feature engineering. Delivered comprehensive documentation and training for seamless user adoption.
CreditSocre Prediction
Developed a machine learning-based credit risk model to predict credit scores, categorizing borrowers into Poor, Average, Good, and Excellent. The project utilized algorithms like Logistic Regression, Random Forest, and XGBoost to assess creditworthiness and support real-time loan assessments.
CallCenter Analysis
Analyzed call center data to optimize efficiency, reduce wait times, and enhance customer satisfaction through data-driven insights and actionable recommendations.
StarBucks Report
The dashboard provides an analysis of various Starbucks beverages based on calorie, caffeine, protein, and vitamin content, categorized by beverage type. It also highlights health insights on caffeine, trans fats, and recommended choices for specific nutrients.
Churn Analysis
The dashboard presents a churn analysis for a customer base, showing key metrics like churn rate, monthly revenue, and churn revenue loss. It identifies factors influencing churn, highlighting that a two-year contract and certain online services reduce the likelihood of customer churn.
