He was a known member of Fisher Tiger's crew and became a merciless dictator in East Blue. He had the highest bounty in East Blue at the time, and when Borsalino captured him, he was sent to Impel Down. So why was he not there during the big jail break? 

I doubt he got left behind, because Buggy did most of the freeing of prisoners.