Shah is the younger son of actors Naseeruddin Shah and Ratna Pathak. He is the nephew of Lt. Gen. Zameer Uddin Shah, the former vice-chancellor of the prestigious Aligarh Muslim University. He is the brother of Imaad Shah and his paternal half sister is Heeba Shah.