Possibly. Have your three proofs - 20k baht in cash or equivalent in other currency, accommodation booking and flight out of Thailand in case you are asked.
I just realized that you are South Korean. You get 90 days under a bilateral agreement - South Korea isn't a visa-exempt country, it's better than that - it's a bilateral treaty country.