I'm having the same frustrating issue with iPad and apps that only exist in portrait mode. The iPad is best when its in landscape mode. Too many app developers overlook that using an iPad is very frustrating in portrait mode. Many time I've downloaded apps, then subsequently delete them because they remain in portrait mode.
I see the main screen is still in portrait mode no matter what setting I have.