You can't call handball in that situation and not give a red card. Either it was handball + red + penalty, or no handball + no red + no penalty.
"If a player deliberately handles the ball to deny an obvious goal scoring opportunity (e.g., to prevent a breakaway or to deliberately stop a shot)...