 From 1893 to 1894, Casey attended Maryland Agricultural College and played on its baseball team.He also continued to play baseball in the New England League, for Lawrence, Massachusetts, in 1893 and Portland, Maine, in 1894.From 1894 to 1898, Casey played for the Toronto Canucks in the Eastern League.