Originally Posted by Retro Grouch

Don't bet on it. Everything is harder to do than you think it's going to be.

Most modern road caliper brakes use a recessed nut. That means that the hole nearest the seat tube needs to be a larger diameter than on the outside. There's not enough clearance to get a regular power drill in there.