boumeester was born in batavia, then the capital of dutch colonial indonesia. relocating to europe as a young adult, boumeester studied at école des beaux arts at the hague from 1922-1924. in 1935, she moved to paris and enrolled at académie de la grande chaumière. it was there that boumeester met and soon married the painter henri goetz.