Gwalior rape-murder case: How AI and omelette piece helped police nab culprit; victim remained nameless

BHOPAL: A tiny piece of omelette and an AI-generated facial reconstruction — one a street-level clue, the other cutting-edge technology — together cracked what Gwalior police described as a “blind” rape and murder case. Police sovled the case with the arrest of a 26-year-old man who has confessed to raping and murdering the woman.

The case began on Dec 29, 2025, when the semi-naked body of an unidentified woman was found in bushes near Katare Farm in Gwalior. With no documents, no eyewitnesses and no immediate leads, investigators hit a dead end. A post-mortem confirmed murder, but the victim remained nameless.

The breakthrough came when police turned to artificial intelligence. Investigators digitally reconstructed the woman’s face and circulated the image across the city and through official channels. In parallel, Crime and Criminal Tracking Network & Systems (CCTNS) and missing-person databases were scanned across districts. The AI image helped narrow the search, leading to the woman’s identification as Sangeeta Pal, originally from Tikamgarh district, who had been living separately in Gwalior.

During examination of the victim’s clothing, police found a small piece of omelette in a sweater pocket. Treating it as a potential timeline clue, officers mapped egg stalls operating near the crime scene and questioned vendors. One vendor not only recognised the woman but also recalled serving her an omelette shortly before her death — and remembered the man who was with her.

CCTV footage from nearby routes, reviewed after the vendor’s input, showed the woman walking with a suspect. The image was circulated through the informer network, eventually leading police to Gwalior railway station.

On Jan 5, 2026, police arrested Sachin Sen, 26, near platform No. 4 of Gwalior railway station. During interrogation, Sen confessed to raping and murdering the woman, police said. He has been booked under relevant provisions of the BNS.

Senior superintendent of police Dharamveer Singh said the omelette recovered from the victim’s clothing became the decisive turning point and credited sub-inspector Sonam Raghuvanshi for pursuing the lead that led to the arrest.

“It was SI Sonam Raghuvanshi who got the first major clue — the omelette — and then took the case to a logical conclusion,” the SP said, explaining how technology and ground-level policing worked in tandem.