In his first year at Florida State in 2019, DeLoach played in eight games and had three tackles. In 2020, he played in all nine games with one start and recorded seven tackles. He became a full-time starter in 2021, starting 11 of 12 games and finishing the season with 69 tackles, one sack and one interception.[5] DeLoach started all 13 games in 2022, recording 65 tackles and three sacks. He returned to Florida State as a starter in 2023.[6][7]
DeLoach signed with the Tampa Bay Buccaneers as an undrafted free agent on May 10, 2024.[10] He was also selected by the Arlington Renegades in the third round of the 2024 UFL draft on July 17.[11] He was waived on August 27.[12] He was re-signed to the practice squad on October 1, but released four weeks later.