C.I.D. S01 E29 The Case Of The Unusual Alibi: Part 1

Inspector Daya walks into the CID bureau with a man named Kishore Swarna who was sent to prison 9 years ago by ACP Pradyuman. He was caught peeping into a house that belongs to a jeweller. What is the motive behind this?