Yeah, I've done 16 oz and even some thicker a few times. Be steady, use a clam/pony, go slow and pay attention to the angle through the leather, ensure your awl is sharp, and you should be ok. Make a few thick scraps to gain some confidence. It is completely possible. Making the holes will be easier than poking the needle back through the hole in my experience.