Talking about the cake shop.
Was there an implied link between him and Mr. Kim? When they are eating together they say something about one of Kim's jobs he lost being a cake shop if I remember right? Then when the guy in the shelter mentions the camera seems to linger on Kim like he is realizing something. It never comes up though.
I'm pretty sure that he scammed the cake shop much like he's scamming the rich family.