Hi!
I'm in the exact same boat- I'm 5'8", 120ish pounds, and trying to gain weight >_<
If fatty foods don't upset your stomach, then I heartily recommend the fast food diet. (Oxymoron, ehh?) Simply replace normal meals with burgers and fries.
If not that, surround yourself with your favorite...