Create a product recommendation system that offers personalized and relevant product suggestions to customers while shopping at the supermarket. The system should analyze customer data, purchasing patterns, and preferences to recommend products that are likely to be of interest to individual customers. The goal is to enhance the shopping experience, increase customer satisfaction, and drive sales for the supermarket.