Bonjour Luong,

Since Corée du Sud is a country, not a city, you need a different preposition: en Corée du Sud. See our lesson: Using en with feminine countries and au(x) with masculine countries to say in or to (prepositions)

In comparison, you can say J'habite à Seoul.