Patrick was born in Milwaukee, Wisconsin and grew up in Toledo, Ohio. He attended the Acting Conservatory at DePaul University in Chicago. An accomplished improviser, Patrick has performed at Second City, ACME Comedy Theater and the Kansas City Improv Festival. He was a founding member of Cleveland's Cabaret DADA.