We developed machine learning and deep learning models to predict whether a consumer would return as a customer, while also creating an automated system to manage average handling time (AHT) for customer service. Additionally, we built a comprehensive retention dashboard in Tableau, providing real-time insights and enabling data-driven decisions for eBay managers.