Trujillo was affiliated with the Popular Democratic Party (PPD) and served as mayor from 2001 to 2019.

[2] He earned a bachelor's degree in political and social sciences from the Pontifical Catholic University of Puerto Rico.

He served in the United States Army during the Korean War era.

Trujillo had a career in basketball when he played for the Leones de Ponce of Baloncesto Superior Nacional.

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