The basic eligibility criteria for BE / B.Tech program fror Aerocautical Engineering is 10+2 Science (Physics, Chemistry and Maths) with a fairly high percentage of marks in the aggregate. So yes you are eligible to do it if you have passed 12th.
Some institutes you can consider for the course are:
Anna University, Chennai
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