Parvez was born in Lahore, Pakistan in 1945 to Sheikh Abdul Karim who was head of the Chemistry department, Islamia College, Lahore and was author of many books on chemistry that were on the syllabus of inter and graduate curricula of the forties and the fifties.
Parvez received his primary education in Punjab Schools in 1960.