Claimed in the Rule 5 draft from Tampa Bay, the Dominican hurler made his big league debut in 2011 and posted a 1-6 record, splitting time between starting and the bullpen. He made just one appearance with the Astros in 2012 but struggled in the minors the rest of the year.