I'd go with "Haymisheh Mensch"... avoid the use of goy like the plague. To an observant Jew it's not a very nice term. Khaver could be used, stand alone... usually, your Hebrew friend knows quite well you are not kosher.
Like the joke!
Yom Na'im!



