The real identity of Dr. Hate is unknown. However he is being said to be related to a superhero family and be friend of others, who will be very hurt by the decision of becoming Dr. Hate and ally himself with Amanda Waller and her dangerous agenda.
Weapons and abilities
Dr. Hate seems to have knowledge of magic as has been seen using the Helmet of Hate and the Nightmare Stone, both mystical items.