Deputies say someone reported shortly before 6 p.m. that Perez had been on a float near one of the picnic areas and slipped off. He went under water and never resurfaced.
Officials say Perez had been at the park with family and friends.
Authorities searched the water for Perez. A dive team recovered his body about two hours later.