Bruce was born on April 21, 1980, in Vancouver, British Columbia, and raised in Boundary Bay. Bruce attended University of Washington in Seattle, Washington and graduated with a degree in Drama and Economics before moving to Los Angeles, California. He launched his career by modeling in Seattle through Seattle Models Guild. He appeared on the cover of the November 10, 2004, issue of Daily Variety.