Analyzed telecom customer data using Python, Pandas, and NumPy to understand customer behavior and identify the main factors associated with customer churn. Performed data cleaning and exploratory analysis, created visualizations to discover churn patterns, and developed an interactive Tableau dashboard to segment customers by churn risk and present clear insights that can support customer retention decisions.