Anna Poliakova (maiden name Anna Zhigalova) is a Russian amateur sumo wrestler. She has won gold medals in the both the heavyweight and openweight categories in the 2009, 2013 and 2017 World Games. She has also won seven golds at the Sumo World Championships. In 2018 she was nominated for the World Games Athlete of the Year award.