Karsten said..
For what its worth, I have a good benchtop drill but am too wary of work hardening the ss or having a tap snap off to attempt it myself. A tap snap-off can be a real weekend wrecker.
Re-sharpen your drill bit to a slightly more acute point, turn the drill bit as slowly as possible and finally, use plenty of lube.