As a youth, Humphreys was apprenticed to a shipbuilder in Philadelphia, Pennsylvania. During his apprenticeship, his instructor died and he was placed in charge of the establishment. During the American Revolutionary War he was active as a designer, and played a major part in planning the 32-gun frigate before the British Army occupation of Philadelphia halted that effort.