Aziz was born in Ontario, Canada, to Arab immigrants who had arrived in the country in the early 20th century. The family moved to Toronto, where she attended highschool with other working class children and merged into the wider immigrant population residing in the city. She was one of two students in her high school and the third in her extended family to attend college.