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I developed a simple content-based recommendation system that suggests movies to users based on their preferences. Users can enter a movie they like, and the system recommends other movies with similar genres. This project helped me understand the basics of recommendation systems and content-based filtering techniques.
It is a Django/Graphene based movie recommendation engine that compares a person's rating of a movie with that of 40.000 others within a minute and calculates a score based on the comparison.