He pitched for the Beavers from 1983-85, playing on teams that advanced to the NCAA Tournament in 1983 and 1985. Buehler was a Rhodes Scholar and went on to earn a master of arts degree in Political Economy from Oxford; he completed his medical studies at Johns Hopkins School of Medicine. He is on the board of advisors for