You need to build a simple recommender - Top-K choices (say, 10 recommendations for each customer)
You may use content, collaborative filtering models on any category of your choice from Amazon dataset
You may use the public dataset available here and also visualize the output recommendations using streamlit.io - An opensource WebApp.