 He re-signed with the team for the 2018 and 2019 seasons.On June 17, 2019, Paulino's contract was purchased by the Houston Astros and he was assigned to the Triple-A Round Rock Express.On August 29, 2019, he requested and was later granted his release from the organization so that he could return to Sugar Land for the 2019 Atlantic League playoffs.