The API only returns the website link (jarroddixon.com), not the Twitter and GitHub usernames. You can check the results [here](http://api.stackexchange.com/2.2/users/3?site=stackoverflow). The same holds for the [Users table](https://meta.stackexchange.com/a/2678/295232) in [SEDE](https://data.stackexchange.com), so that's not an option either.

I think the best way is just to 'scrape' the user's profile page (which is public, so you don't need to be logged in to view it), parse the HTML and look for `<a>` elements with the attribute `rel=me`.