I was replying to your  question. "My friends say it's very hard to get a job (normal restaurant/fastfood jobs) in LA for an average Nepalese, so they are suggesting not leaving DC. Is it so?" 

I hear there are more than 10,000 Nepalese in LA. You should be able to find a roommate easily. Try contacting LA Nepalese Association.