 Leslie attended Arizona State University in Tempe after graduating from Gridley High School in 1980.Her teammate at ASU, Ria Stalman, won the 1984 Olympic gold medal in a tight competition.Deniz completed her BA and MA and worked as a police officer and administrator with the Yuba City Police Department.