I believe Red John is Homeland Security Agent Kirkland. Please review the episode when they pass each other in the hallway at CBI headquarters and Agent Kirkland says "You don't know me, but I know you" AND they shook hands in the hallway.

If you watch the episodes "If it bleeds, it leads" and "Cherry Picked" again you will see the scene that I am referring to.