Gogoi has served one term as a Member of the Legislative Assembly (MLA). He was elected to the Assam state assembly from the Titabar constituency in 2001 but vacated the seat a few months later for his brother Tarun Gogoi.
Gogoi was elected to the Assam state assembly from the Titabar constituency in 2001 but vacated his seat a few months later, allowing his brother Tarun Gogoi to take over.