Mellde's grandfather August Johansson built one of the first cars in Stockholm and sold it to Lars Magnus Ericsson.
After finishing his basic education, Mellde studied thermodynamics for two years at the Stockholms Tekniska Institut (STI) under Folke Mannerstedt (race driver and engine designer) and Nils Gustafsson.