It means he likes you in a "romantic" way for example:
as a girlfriend
someone he would like to date or get to know better, etc.
Don't be confused with the (kind of) remark as it was simply his way of saying to your friend "I think she is cute and I want to get to know her better" and has nothing to do with your performance. It may not be a crush "YET" but he let your friend know so that she would let you know. Got it?