Schwartzman attended Windward School in Los Angeles, California and formed his band Rooney in his junior year of school in 1999. He left the band temporarily when he attended Eugene Lang College in New York City in 2001. Schwartzman wrote songs in his dorm room and flew home every month to perform new material for Rooney in his first semester at college. Most of the songs on the first Rooney album were written while in college. It was during this time that he realized that he wanted to go back to Los Angeles and pursue a professional career in music with Rooney.