Barani was born to a Muslim family in 1285 in which his father, uncle, and grandfather all working in high government posts under the Sultan of Delhi.
His gravestone lies in the courtyard of Nizamuddin Auliya's dargah in Delhi, at the entrance of the dalan of Mirdha Ikram, and near the tomb of Amir Khusrau.