@ethanete This is what happened to my kid as well. Now she is 3.5 and it is getting better. Here is what helped.
Try to distract if you know the trigger is unavoidable. Praise any little bit of good behaviour even during the tantrum (e.g I see that you're really mad! But you didn't kick mommy...