Gerasimov was born 1907 in St. Petersburg shortly before his doctor father was posted to settlement near Irkutsk.
Gerasimov produced his first reconstructions of prehistoric Neanderthal and Java Man, in 1927 (Gerasimov, p. 5); they are exhibited in the Irkutsk museum.