Hitler wasn't the only genocidal maniac playing a mad scientist. Apparently, Stalin wanted to create an army of half-human half-ape supersoldiers:
What if Stalin's project was successful, and when Wehrmacht invaded in 1941 they faced a banana army of half-apes?