Our product, LetsEat, is a restaurant recommendation application that aims to provide personalized recommendations to users based on food preferences and various questions about the occasion on which the user is going to eat. By using a machine learning model, this recommendation system will provide users with restaurants that have been good matches for similar users in the past. In short, users will receive the best possible restaurant recommendation given their preferences and circumstances. Instead of scrolling through a seemingly endless supply of restaurants on Yelp or OpenTable, this application will give a single restaurant that best fits the situation and group of people.