Try to submit your application for UK early to be competitive for scholarships, they say they have run out of funds before the Dec 1 deadline.
If you’re great at math and want strong job options, consider the ORFE major at Princeton - their graduates do very well in finance.
You definitely have a great shot at Caltech, but the academics are obscenely hard, probably excessively so unless a PhD is your #1 goal.