Put a 1/2" drill bit in the chuck.
With the drill bit barely above the top of the jig, set the depth stop at 1- 3/4. This ensures the dowel can reach full depth but not go all the way through the dowel.
Then use the cheese knife & wine stopper drill press alignment block to make sure the jig is clamped in the right place on the platform.