I'm going to be the nerd here and say that "athlete" comes from the greek word "ἆθλος", which translates to a contest for a prize or award.

That said, I'd consider anybody who is consistently striving to improve body composition and physical performance with diet and exercise as an athlete, because we can always compete against ourselves and we can always regard health as a prize to compete for.