Joseph Fusco was born and raised on the Upper West Side of Manhattan in New York City, where he was exposed to cinema and the arts at a young age. The first movie he saw was Snow White and the Seven Dwarfs (1937), but the film that made him want to become a director was Star Wars (1977).