You can easily carry one pannier on a rear carrier without noticing it. I doubt you could carry several kilos of bag and goods on one side on a low rider up front; as seems to be your plan. This will pull the handlebar to one side constantly, meaning steering demands constant attention, whereas steering should not.
Should you insist on carrying a single big thing up front, you'd be better of by regarding it as a handlebar bag.