Rivera represented her hometown of Salinas municipality at Miss Puerto Rico Universe 2006, held on November 10, 2005, where she was crowned the winner by outgoing titleholder and Miss Universe 2005 1st Runner-Up Cynthia Olavarría. Rivera is also the second woman with noticeably mixed features to win Miss Puerto Rico Universe after Alba Reyes in 2004.
