Yes, you can create the individual shipping rule for individual product. First, go to the global configuration->Shipment-> enable the select shipping in product.
Now go to the shipping rule and Apply rule "on selected products", after that go to the filters tab at the bottom there is selection section. Select your products on which you want to apply this shipping rule and save it.
Hope this helps