Honestly, many Koreans think about your idea already; however, there are challenges for us limitation of money to exchange from KRW to USD. It is only about $50,000, it is not much, but not little. It is too risky to do arbitrage.
If you have more idea, let me know.
I will think how I can help you out.
inform me your kakao id / email.