 Greenwell was born in Windsor and was educated at Newington College (1897–1901).Greenwell studied architecture at Sydney Technical College because there was no university architecture course available in Sydney, but also attended architecture lectures in the Engineering Faculty at University of Sydney.He later studied at the University of Pennsylvania and was awarded a B.Sc.