its very possible if u get along,have mutual interests(like anime maybe?),have known each other for a while and stuff like that.
i never had female friends(only on a classmate relation at most) but thats mostly because i never met anyone with similar interests as me. Very rare in my country to find people as deeply interested in anime,vn,manga etc as me