The shots were fired late Friday afternoon on Crocker and Los Angeles streets.
Deputies say they discovered Leyva in the road suffering from multiple bullet wounds.
He died at the scene.
Deputies say they are still looking for the shooter.
A motive for the deadly attack has not been released.