Leich was born in Evansville, Indiana. He studied in Italy, Germany and in New York City, at Columbia University and the Art Students League. He worked in Indiana, Connecticut, Washington, D.C., and the Southwest. He was a member of the Chicago Society of Etchers and the Chicago No-Jury Society of Artists. He was also a member of the Brooklyn Society of Etchers.