Kumar was born in the hilly town of Abbottabad in the Khyber Pakhtunkhwa Province before the 1947 partition and migrated to India where he made a name for himself in Bollywood. Former Pakistan pacer Sikander Bakht said he could not meet Kumar but will always remember his act of generosity and kindness.