Hello.
You can take admission in Madhuri thiyagaraja Engineering College Tamilnadu through lateral entry, for that basic eligibility criteria says a candidate must have done diploma in engineering from any recognised University, as you have done so you can take admission there is not any special procedure, you can directly apply.
Best of luck.