Relative to the Caribbean (to the sea, the region, its culture).
It means he's a native of the Caribbean. That resides or is related to the Caribbean. It is used to integrate, the entire island region of the Caribbean Sea, without specifying which of the countries, the same as the coasts over that same sea.