 After being drafted by Washington, Estrada began his minor league career pitching for the Vermont Expos in the short-season New York–Penn League.In three starts and six relief appearances, he pitched 33⅔ innings, compiling a win–loss record of 1–3 and an ERA of 5.08.During that time, he struck out 37 batters while issuing 16 walks.