In today’s scenario, identification of an individual has become one of the most important aspects of investigation as well as identity in our society. The advance technologies have taken place, even still, some of the aspects are left questionable for establishing identity of suspects from the minutiae details which can reveal or provide the clue about the culprit/ suspect involved in omission of act. In forensic investigation, minutiae details left over the scene of occurrence are sufficient to disclose the identity of victim/suspect. These details need a careful analysis/ intensification which are left over any surface or objects unknowingly while in some cases where the unidentified dead bodies are recovered from the crime scene, the Skelton remains could provide the details such as the stature, gender and age of the victim. Distinguish scientists came out with innovative technology and methods to study these remains and give their contribution by establishing new parameters of identification. In this present study, we studied the thumb length to determine the stature and to discriminate the gender from the population of western Uttar Pradesh and successfully concluded that the suspect can be nabbed from the intensified thumb length or Skelton remaining that are encountered during the investigation of several types of cases.