I did it with kasikorn bank. They have been great. Bangkok bank didn't allow it (I tried many with a mountain of paperwork). Usually they want you to be married first. I would go to the bank and ask them what are all the documents they require. I needed a LOT of documents including ones from my embassy. Bringing your wife can help also. 👍