A very brief proof to show that $\sqrt{2}$ is irrational goes like this:
We know that $\sqrt{2}$ is an algebraic integer. If it is rational it should be an integer which is not therefore it is irrational.
Now the question is that can we use a similar proof for showing that $e$ or $\pi$ are irrational?
I mean is there a proof of existence or non-existence of an $n \times n$ matrix $A$ of integers whose eigenvalue is $e$ or $\pi$?