I can't even recall how many times I lost my stack playing top and bottom too aggressively. You are going to lose money on the hand, there is no question about that, but I do not really like the all in on the turn. Your not getting called by a hand you beat. After he calls your 3-bet on the flop, you have to assume your behind.

Also, you were kind of vague as to what type of player the villain is. You said the skill level was low, but you did not mention how he plays. What was his table image? Tight, loose...? This information should influence how you play out your hand.