The newborn was asleep with his mother at the nursing home who found him missing around 4 in the morning, they said.
She raised alarm and her husband Gurbhej Singh immediately informed the police, they said.
While going through the CCTV footages from inside the nursing home, police found a nurse stealing the kid, who was born on Thursday.
The accused nurse was identified as Asha Masih, they said.