Ulrich was a member of the Illinois football team that defeated Stanford 40–7 in the 1952 Rose Bowl to stake a claim for the national championship. He attended Fenger High School in Chicago.
After his football career, Ulrich was a physical education teacher at Joseph Warren Elementary School in Chicago during the 1960s.