The man was found dead at Transport Nagar area here, they said, adding that the deceased's name -- Jaypal -- was tattooed on his arm.
Preliminary information suggests that he may have worked as a truck driver, they said.
The bodies of two women -- Sunita Soni and Kavita -- were recovered from their houses at Khajaran area and Sanver in the wee hours under mysterious circumstances.
The three bodies have been sent for postmortem, they added.