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Cool. Does anybody know an app where I can exercise like in the video?

Found this, but I'm sure any N-back will work:

Also, if you feel like working off of someone else's source:

Though it seems relatively simple to design.

Yes. Search for dual-n-back in app store. I can go till 6 back without much effort. It gets tougher after.