 Qureshi was born on 20 November 1903 in a noble family of Patiyali, District Kasganj, a town in Uttar Pradesh, British India.He did matriculation in 1916, and joined Muhammadan Anglo-Oriental College Aligarh.At this time, he took active part in Khilafat movement.