Baldwin served as the head football coach at Wake Forest from 1926 to 1927. His record at Wake Forest stands at 7–10–3. He also served as the head coach at Maine from 1919 to 1920, and at Duke University where he compiled a 6–1–2 record. He also served as the head coach of Duke's basketball program in 1922, compiling a 6–12 record.