nl25 river bluff shove

I don't ever put him on AK, I did it because I know he's folding almost every hand here.

Do I need to shove here for him to fold a set?

Hand converted with online PokerStrategy.com hand converter:

Play hand

$0.1/$0.25 No-Limit Hold'em (9 handed)

Known players:
[tg]MP2$17.97:///////;MP3$29.14:///////;CO$14.86:///////;BU$11.75:///////;SB$25.00:///////;BB$10.00:///////;UTG1$25.57:///////;UTG2 (Hero)$25.58:///////;MP1$11.20:///////;[/tg]

Preflop: Hero is UTG2 with 4:s, 4:c.
UTG1 folds, Hero raises to $0.87, 2 folds, MP3 calls $0.87, 4 folds, 3 folds, 2 folds, BB folds.

Flop: ($2.09) 2:d, 3:s, J:s (2 players)
Hero bets $1.25, MP3 calls $1.25.

Turn: ($4.59) Q:h (2 players)
Hero bets $3.25, MP3 calls $3.25.

River: ($11.09) T:c (2 players)
Hero bets $20.21, MP3 calls $20.21.

Final Pot: $51.51.