An "athlete" is someone who plays or competes in sports seriously.
You can also use the word "athlete" to describe someone's general athletic ability. This phrase:
He's an amazing athlete.
...might mean that this person is really good at a particular sport, or it might mean that he has high athletic ability in general. He can run, jump, throw, etc. well.