With his skating partner and wife, Eva Pate, he is the 2023 Autumn Classic International champion and a two-time Challenger Series silver medalist.

[2] In May 2021, he graduated from the University of Michigan in Ann Arbor, earning a master's degree in biomedical engineering.

[1] Logan Bye and Chloe Lewis met in February 2010 at a rink in Sun Valley, Idaho, and began training together in August 2010.

During the 2013–14 season, Lewis and Bye were coached by Ikaika Young in Portland, Oregon; by Judy Blumberg in Sun Valley, Idaho; and by Igor Shpilband in Novi, Michigan.

[10] As a result of this placement, they were selected for Team USA as the lone American entry at the 2016 Winter Youth Olympics in Hamar, Norway.

"[7] Beginning the season on the Junior Grand Prix circuit, Lewis and Bye finished sixth at the 2016 JGP Czech Republic.

[10] While the team had initially intended to continue and had planned programs for the following season, Lewis had begun to feel "very burnt out" with training and ultimately chose to retire from competitive skating.

[17][18] Bye had begun dating solo ice dancer Eva Pate in December 2018, and in June 2019, they decided to become an on-ice partnership.

[5][18] They were coached by Shpilband, Pasquale Camerlengo, Adrienne Lenda, and Natalia Deller in Novi, Michigan.

Pate/Bye were assigned to make their Grand Prix debut at the 2020 Skate America in Las Vegas, attended primarily by American skaters due to travel restrictions pandemic.

Pate said of the occasion that "we have been training really hard every day and just being able to be out here and put out a clean skate makes me feel really proud of us.

[23] They were given two Challenger circuit assignments after that, first winning the silver medal at the 2022 U.S International Classic, held in Lake Placid.

They set new personal bests in the process, with Bye adding that "we wanted to put out what we've been training, so I thought it went well.

[28] Pate/Bye were selected to compete in a third Challenger circuit assignment, the 2022 Golden Spin of Zagreb, where they earned a season's best free dance score and finished in fourth place.

[23] Pate/Bye began the season by winning bronze at the 2024 Lake Placid Ice Dance International and at the 2024 CS Trophée Métropole Nice Côte d'Azur.