Customer Loyalty & Sales Analysis
- Analyzed four years of sales data using Python (pandas) to identify purchasing trends across product categories.
- Discovered weak customer retention (<6% repeat purchases >10 times) and proposed a loyalty program to improve consistency in sales.
- Visualized monthly sales trends and customer purchase frequency to support data-driven business recommendations.