Casey was raised in Oakville, Ontario. His father, Richard, is an urologist, and his mother, Patrice, is an image consultant. After graduating from Oakville Trafalgar High School, Casey graduated from McGill University with a Bachelor of Science degree in 2005 and received a Master of Economics degree from the University of Toronto.