You can download your invoices on the "My Accounts" page (make sure that you are logged into your account first).
You will see that your invoices are listed at the top:
Changing the Details for the Invoice
You can set the business name and address for your company by clicking on the "Change Invoice Address" button and adding your details:
This will then appear on your PDF invoice: