Singer was born on September 17, 1965 in New York City. He was adopted and raised in West Windsor Township, New Jersey. He studied at West Windsor-Plainsboro High School South, at School of Visual Arts, and at the USC School of Cinematic Arts in Los Angeles. Singer is openly gay.