[3] He is a native of Debara village located in Paschim Medinipur district in West Bengal.

[citation needed] Kabir joined IPS through West Bengal State Police Service in 2003.

At that time, Hatkata Dilip, a renowned criminal who is reportedly close to several CPI-M leaders, was apprehended by Kabir.

In 2021, few months before state election, he arrested some BJP workers for raising the incendiary and provocative slogans at a rally.

[5] Kabir joined Trinamool Congress in February 2021 at a party rally in Kalna in the presence of West Bengal Chief Minister Mamata Banerjee.