I would use the website Go Wonderfully as they arrange for these kinds of deliveries/unusual requests. At the most, I think you could get a Quick Service Delivery ajosshi (old man) to drive it out to the airport and you meet him landside....but I'd expect it to be EXPENSIVE since the drive from Seoul is an hour one way.