Randeep hooda played the role of the bad guy which you liked, he is one of my favorite , I would strongly recommend to watch his few years old movie - "Sarabjeet" ( its available on amazon prime with English subtitles.)I bet you will cry during watching it and yes it was based on original incident.
Thanks for commenting @gooddream.