Tanrıyar was born in Eleftheroupoli, Greece to Turkish parents. He studied at Istanbul University. He was the brother-in-law of former President and Prime Minister Turgut Özal. Tanrıyar died on 25 May 2017 in Istanbul at the age of 103.