Some who were evil but not as well known include:

Elizabeth Báthory, most prolific female serial killer of all time, who tried to stay young by bathing in the blood of little girls

Mass murderer Lazar Kaganovich, architect of the holodomor

Genrikh Yagoda, head of the Soviet NKVD in the 1930s