De Oliveira was born in Toronto, Ontario, to a family of Brazilian origin. She began a modeling career at the age of 14, but she always knew she wanted to be an actress. She studied drama and dance at Rosedale Heights School of the Arts, and once she went to college, she finally acquired an acting agent.