The body of 32-year-old APSP constable Chandramalla Vamsi was recovered from the Godavari River.
Vamsi went missing on Friday, with his motorcycle and footwear found near a local bridge.
Family members believe the death was an accidental fall, citing no known personal or professional issues.
Rajamahendravaram Two Town police have registered a case and are conducting a technical investigation.