She spent her childhood at her maternal grandparents' home in Kalirawan village of Hisar district.

After the death of her grandfather in 2010, she returned to her parental home in Hisar, and started practicing wrestling at Mahabir Stadium under the guidance of her coach Vishnu.

[7] At the 2018 Commonwealth Games, after losing the semifinal by technical fall to Nigeria's Blessing Onyebuchi in the 76 kg category, Bishnoi won the bronze medal bout by technical fall win over Mauritius' Katouskia Pariadhaven.

[8] In 2021, she lost her bronze medal match in the women's 76 kg event at the World Wrestling Championships held in Oslo, Norway.

[9][10] She won one of the bronze medals in the women's 76 kg event at the 2022 Asian Games held in Hangzhou, China.