Hi Sridharan,
As you said that nearest railway station for you is katpadi, so i suggest is to take a sabari express from katpadi junction which is at 22:45 and getdown at miryralaguda station, which reaches nextday morning at 9:15 am. form there you can hire private taxi to reach mattapalli, or you can take bus directly.
regards,
Madhav