Would it be creepy to message your roommates, girlfriends, friend on Facebook that you met once at a party?

fusiondude890
It was a Christmas party that my roommate was hosting, she is really cute, but I am not close enough to my roommates girlfriend to ask her if her friend likes me.
Would it be creepy to message your roommates, girlfriends, friend on Facebook that you met once at a party?
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