The school was expanded to include a fourth wing consisting of four science classrooms in 1994.

In 2014 construction also began on a second wing which would include more classrooms, a media center, and an office area.

Renovations to the football stadium began in 2015 and included updates to the home bleachers, a new press box, and a new scoreboard.

Renovations to the baseball field also began in 2015 and included new dugouts, new batting cages, a new scoreboard, and eventually new bleachers.

[2]) Most of the success had been under the helm of T. R. Miller graduate turned head coach Jamie Riggs.

On January 25, 2016, Riggs announced that he would put off his retirement until a suitable candidate for the position was found.

On February 29, 2016, it was announced that Andrew Thomas of Trenton High School in Florida would take over as head football coach and athletic director effective April 1, 2016.

Thomas resigned after a 5–5 season in 2017 which TRM failed to make the playoffs for the first time since 1983.

The annual football game with the Eagles is called the Battle of Murder Creek.