Unlikely to be as good as a purpose made shelf pin/dowel drill but a really good quality brad point drill like a Famag HSS-G would do a pretty reasonable job of drilling clean holes too (just don't go in hard until it gets the hole started), although i'm not sure what the hole size is and hence the fit on dowels is likely to be….