Cut karela into small pieces and keep it aside for at least 15 minutes. You can even add some salt to the pieces to release juices. After 15 minutes, squeeze karela pieces between your palms and discard the juice. Second, cooking karela with tomatoes, yogurt or tamarind also removes the bitterness.