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Yes, but you need to write the gat exam to get admission.

If you had already been preparing for CAT and other competitive exams, you need not to do anything extra. It is simpler in comparison to other exams. GK is a game changer in this examination, the more you are aware, the more questions you will be able to answer. Try solving the previous year papers, if available, to have a better understanding. Most importantly do not feel demotivated. At this time one needs to keep patience and motivation to get good results. All the best!

Based on the TNEA rank you obtained. You can get the following in MIT Chennai if belongs to general category.
1. Production engineering.
2. Automobile engineering.
3. Rubber and Plastic Technology
So from above chances for Aeronautical engineering are moderate.