I wrap a handful at a time in a clean tea towel or paper towel and gently squeeze excess water out. Nothing worse than flabby waterlogged shrimp for shrimp cocktail. Though it doesn’t matter so much if you’re cooking them. And if you are cooking them - well, if they’re pre-cooked, they only need heating and should go into your soup or sauce or hot garlic butter at the last minute.