The EP in the top right is shown after you unlock Achievements. It stands for "Encounter Points" and represents how many Encounter Points you've used during that run. This, along with the timer, help you know how close you are to completing an Achievement. Your Remaining Encounters can be seen with the red bar in the top left.
I'm really happy you like the game! It's amazing knowing that my hard work is paying off.