Qureshi was born on 28 July 1986 into a Muslim family in New Delhi, India. Her father, Saleem Qureshi, is a restaurateur who runs a chain of 10 restaurants (Saleem's) her mother, Ameena Qureshi (a Kashmiri), is a housewife. She has three brothers, including actor Saqib Saleem.