Olav Nielsen (April 5, 1902 – April 25, 1944) was a Norwegian boxer who competed in the 1928 Summer Olympics.
He was born and died in Oslo.
In 1928 he was eliminated in the first round of the flyweight class after losing his fight to Baddie Lebanon.