Can I use this lounge if I am an Am Ex Platinum card holder or do I need to have an additional membership?

A same day INTERNATIONAL AA or OneWorld flight in business or first class

No, American Express Platinum does not grant access to this lounge

Or be an EP on any international class

You must be on an AA or one world flight in business or first to be eligible for the flagship lounge