Must be something that runs on boot up if you don't know what it is.
Either disable everything or run in safe mode, check the memory doesn't increase over time in task man. Then just start turning things on a one at a time to find the culprit.
I'd prioritize any amateur apps/small business apps first. Eg I'd be surprised if Skype was leaking and no one had reported it.