I found the solution to this issue, here are the steps:
1. Delete the bank connection in QBO
2. Re add the connection, but this time select "American Express Credit Card(US)- Parent Accounts" as the name of the bank.
3. Select the primary cardholders account.
Thats it!
Woohoo!
