A light tap with a center punch helps keep the drill in position.
With such a small bit, I would be concerned about the bit going in too far, having it catch on something inside and snapping off because you know that once you break thru, that drill is going to want to go in full depth. I would use a drill stop or a piece of tape limiting the depth, to help prevent such a disaster from happening.