You may want to use a Cobalt drill bit. If you go to the hardware store buy at least a couple in the size you need. They break and dull trying to jobs like this.

Wear safety glasses. If the drill bit breaks. It can be like a bullet. I had a broken bit bounce off my forhead trying something similar. I had no safety glasses on, I was lucky!