[1] Hoque was born to Justice Kazi Ebadul Haque and Dr. Sharifa Khatun on 14 October 1974.
She completed her post graduate studies from London South Bank University.
[2] Hoque started her legal practice in the Appellate Division of the Bangladesh Supreme Court on 20 December 2015.
[2] On 10 January 2021, Hoque and Justice Zubayer Rahman Chowdhury issued an order upheld the law that bans women from becoming Muslim marriage registrars.
[4] She was a member of a committee formed by the Supreme Court to investigate sexual harassments in November 2021.