Following the 2010 season, Rodríguez was selected in the Rule 5 draft by the Houston Astros.[2] He pitched for the Astros in 2011 and 2012. After the 2012 season, Rodríguez signed with the Samsung Lions of the Korea Baseball Organization. He pitched in 11 games for Samsung in 2013 before being released.[3][4]