He or she is not infertile. They have normal sex hormones but just they don't find it interesting.
To clarify,
For instance, compared to a man (who is not this) who'd stare at a blonde in a swimsuit, this guy will simply turn his face.
Any term (including slang) would work.
Best Answer
Such a person would be asexual or nonsexual, their condition would be called asexuality or nonsexuality:
There is also a website about it (it seems google takes its definition from there), but I cannot reach it to check from behind my current firewall. If google does take it from there, this page says: