His senior year in 2010, he earned Tennessee Sports Writers Association First-team 6A All-State honors, was named to The Tennessean’s Dream Team, was a team captain and played in the Toyota Tennessee East vs. West All-Star Classic on December 11, 2010.

Patrick's one start was at right tackle in place of the injured Perry Simmons in the Chick-fil-A Bowl.

In January 2017, Patrick played in the Tropic Bowl, a college football all-star game.

[8][9] Patrick made the Packers' final roster in 2017, playing in 12 games, starting two at guard.

[11] The next day, Patrick replaced an injured Corey Linsley at center during a Week 17 victory over the Detroit Lions, despite primarily playing as a guard for most of the season.

Patrick would get the starting job at center by Week 7 against the New England Patriots,[14] but left the game in the first quarter with a toe injury.

On December 28, Patrick was placed on injured reserve with a knee injury, ending his season.