Pretty much just reiteration, but anyway: definitely bet the turn, this guy is too aggressive and your hand is good too much to not keep plugging away for value. If he raises you can probably fold, because he'd have to be a real spewmonkey to raise a 2nd barrel on this board without the goods. You can then check/call the river, which he'll probably bluff because he's like that.

As played, definitely snap off the river bet. He's FOS a whole lot, and turning worse hands than QQ/trips into a bluff sometimes also.

(Also - I hate shoving the river, that's the very definition of "only better hands call." There's no reason other than metagame to do it, and it won't even work as metagame unless you show what you had.)