I want to teach English as a second language in another country but I'm Asian. Will I face discrimination?

Unfortunately, true. Many schools want their teachers to look "white and western". It shouldn't stop you applying though; most applications require a photo and for many countries your ethnic background won't make any difference. In South America you may well be better off (in that regard) than in Asia.