Who officially chooses the president of the United states?

the people of the US but he/she (well can be she hasn't yet) is sworn in by a supreme court justice

The above answer is incorrect. Officially the president is NOT elected by the people of the country. The people vote for electors (there are a total of 538 of them), and the electors choose the president.