If you sideload PDFs to Amazon and let them convert to Amazon’s format, you’ll have all the syncing, bookmarking etc.
It doesn’t work with epubs (I’m not sure whether they can be uploaded at all) but somebody mentioned mobi, though I haven’t tried it.