Thanks to Linux Action Show podcast, I've learned about Raw Therapee - a cross platform raw image file editor.
It is free (as a free beer) and clearly based on open source projects, unfortunately it is not an open source project itself. Too bad.
On the bright side, it has a nice set of features, and a solid GUI.
Anyways it is a great piece of software.