squeak-
I’m not quite sure I understand your question.
Do you want to know how e was estimated as 2.71828182845904523536 or how it fits into my sons middle name (together with pi)?
The reason why e is important is because the derivative of e^x is e^x for all x, not just where x = 0. (This property is used in building the main cables of suspension bridges.)