West Virginia Power
After spending the 2020 season out of baseball, on April 5, 2021, Machi signed with the West Virginia Power of the Atlantic League of Professional Baseball. In 11 relief appearances, Machi registered a 2–1 record, 5.23 ERA, and 14 strikeouts.