How to effectively handicap a good player?
I usually give new players an Investment Bank (draw a card during the develop phase) in addition to their start world. It passively gives them extra cards throughout the game, without really changing strategic considerations (there is one less Investment Bank for anyone going for the Galactic Federation development superbuild).