 Traynor was born in Wilmington, Delaware.He attended the public schools, Goldey Business College, in Wilmington, and the University of Delaware at Newark.He graduated in 1895 from the dental department of the University of Pennsylvania at Philadelphia, and began the practice of dentistry in Wilmington.