simple steps to upgrade power is to change to iridium spark plug, change a high flowing stock replacement filter, clean your throttle body and pump more air inside your tyres...

i think reduce weight is quite impossible as u will be sacrificing comfort...but well, if you dont travel far u can ditch the spare tires, as for others things better dont touch such as rear seats, carpet and insulation etc etc...