Romil Baaniya, District Commissioner of Police (South) claimed that they found a country-made pistol in Rizwan's right hand but could not find any suicide note.
Rizwan had left his home with Rs. 2 lakh on Monday afternoon for making a payment for his brother, but did not return till late night.
Shareef Khan, the father of the deceased claimed that his son left the house in the auto with Rs 2 lakh in a bag, which he was going to use to buy a bike.
Baaniya said the victim's friend is now in Bhopal.
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Rizwan Khan's father told DNA that he had left home post noon on Monday in the Swift vehicle.
"He left our (Rizwan) home noon on Monday". One was found switched off, while the other was answered by the friend's cousin.
According to Baaniya, it is unclear what happened between the time he left his friend's house and when his body was found.
After repeated requests, Rizwan's family members got a call from the friend's house to come and collect the bag. "Had we reached on time, we could have prevented his death", said Riyazuddin.
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Sharif also told HT that they were called by a cousin of Rizwan's friend and her father, who told them over the phone that Rizwan left the bag with the cash and the mobile phone at their residence on Monday afternoon and drove off in his vehicle.
"We asked her to give her address so that we could take back his phone and find out where he is". I went there with my brother, Nawab. "As I was inside their house, Nawab noticed Rizwan's vehicle parked nearby", said Rizwan's father Shareef Khan. There was a gunshot wound in his temple.
"We think he was killed and then the body was kept in the vehicle afterwards as there were no bloodstains inside", Shareef Khan added further. "We are yet to establish why he shot himself. Even he was curious about the so much cash inside his house", said Mr Khan. The deceased was in love with a woman who studied in a college in Rohtak.
The woman's family refused to speak to media on Tuesday.
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