Police suspect that Raman Bihari, a businessman, took the extreme step over a tiff with his wife.
His wife had gone to her parental home on June 16. Neighbours told police that Bihari had not been seen outside since June 21.
The body was recovered today after his wife returned home and repoprted the matter to police.
The body has been preserved for post-mortem.
Anuj Narula left behind a note. He wrote nobody should be held responsible for his suicide. Anuj shot himself with a country-made pistol. He was alone at home at the time of incident.