Hans Otto Woellke (born 18 February 1911 in Bischofsburg, Ermland – 22 March 1943 in Guba near Minsk, Belarus) was a German athlete who mainly competed in the shot put, who won the gold medal in the men's shot put competition at the 1936 Summer Olympics in Berlin, Germany.