Derek grew up in Pearl City and graduated from Damien Memorial High School in 1975. He earned a degree in business administration from Loyola Marymount University. He moved to the mainland, where he met his wife, Lani, in California. They married in August 1991 and have two children, Robert, 31, and Kela, 29.