You are an ML engineer at a global shoe store. You manage the ML models for the company's e-commerce website. The goal is to enhance the customer experience by providing personalized product recommendations. You are asked to build a model that will recommend new products to the user based on their purchase behavior and similarity with other users. What should you do?