Nina Antonovna Bocharova (, September 24, 1924 – August 31, 2020) was a Soviet-Ukrainian gymnast. He won four medals at the 1952 Summer Olympics, two gold and silver. She was born in Suprunivka, Poltava Oblast, Ukrainian SSR, Soviet Union.