Quinn was born in Berkeley, California, where he attended St. Mary's College High School and went on to earn a bachelor's degree in history from the University of California, Berkeley in 1991. While in Berkeley, Quinn was a brother of Alpha Delta Phi (California Chapter). He also played rugby for Cal.