Taskey was born in Rockford, Indiana in 1892, and studied art at the Art Students League with John Sloan and Harry Sternberg. Most of his artwork was done with the New York Federal Art Project, in the years, 1935-1943. A great deal of his graphic work was devoted to the architecture and social scene of New York City.