Gillem was chief quartermaster of the Army of the Ohio in the several Tennessee campaigns and was brevetted as a major for gallantry in the Battle of Mill Springs.
Gillem played a key role as chief quartermaster of the Army of the Ohio during several campaigns in Tennessee, ultimately being promoted to major due to his heroic performance in the Battle of Mill Springs.