Don't try normal banks on the street for this type of loan.
There are may foreign national programs. You need a broker and niche lender which you feel comfortable with, licensed and experienced.
The answer to your question depends on the citizenship or visa status that you hold. It is not possible for any of us to answer with certainty until we know more about that. If you'd like to look into this further, I am happy to help. There is no cost or obligation to do so.
3655 Torrance Blvd. Suite 420
Torrance, Ca 90503