There is a Hongqiao market in both Shanghai and Beijing. The one in Beijing is much better suited for your purposes.
As for the hand-carry, it depends on where you're going. If the pearls are loose or unknotted, there is no duty. But if you hand-carry, you still have to claim them and arrange...