When the machine pushes the needle through the leather the leather must move to make room for the needle and the leather gets displaced downward along the needle path, this creates the bottom side bulging you see. This phenomenon exists with all machine stitching to some degree and thread size, needle size, needle tip leather thickness and tannage are all factors that can increase or decrease the phenomenon.