Predictive analytics and KPI dashboard design
Designed predictive analytics models and KPI dashboards to support decision-making from structured customer data. Built churn prediction workflows using SQL and Python to achieve high predictive performance. Operationalized model outputs through BI dashboards to guide revenue optimization strategies. • Achieved 88% accuracy in customer churn prediction. • Created KPI dashboards using SQL, Python, and Power BI. • Used analytics outputs to reduce churn and support revenue growth. • Integrated stakeholder business objectives into reporting and modeling.