Duraie graduated from the Toronto Film School. She started her career as a trainee at Philistine Films with filmmaker Annemarie Jacir and producer Ossama Bawardi. Her directorial debut short film "Horizon", won the Best of the Festival Selects at the Palm Springs International Festival of Short Films, Audience Choice Award at the Franco Arab Film Festival and Best first young filmmaker at the Algeria’s International women film festival. In 2019, her second short film "Give up the Ghost" premiered in competition at the Venice International Film Festival and won the Best Arab Short Film award at the El Gouna Film Festival.