I found this video on a Japanese blog called KaZato RACING and thought I looked very familiar:

Remember the two Cabin Spirit advertisements I posted a year ago??

Thanks to that blogposting I now know who is the driver in that advertisement: Kazuyoshi Hoshino!
One of the comments (translated by Google) in that posting:
It’s nostalgic! Hoshino smoke the scene, and I remember vividly!!
I can’t agree more with that comment! :)