By defeating China's Gu Hong, Surmeneli sealed the first-ever Olympics medal in boxing for Turkey at Kokugikan Arena in the Japanese capital.
Surmeneli, 23, became world champion at the 2019 AIBA Women's World Boxing Championships in Ulan-Ude, Russia.
"It's gold for Turkey! Busenaz Surmeneli is the inaugural women's Boxing welterweight Olympic champion and Turkey's first ever gold in the sport!" wrote the official Olympics Twitter account.