Simultaneously with his college education, Quesada served in a variety of positions within the Peruvian Aprista Party's Regional Committee. In 1985, he rose to the position of Deputy Regional Secretary General of the party in Ayacucho, and Provincial Secretary General for Huanta from 1992 to 1993.