Hi Deviprasath,

You certainly can pursue BE/BTech in Mechanical Engineering from Karnataka. Language will not be an issue, as engineering textbooks are in English anyway. However, you can not study in distance mode as UGC has declared that engineering certificates obtained in distance mode are invalid.
On the other hand, you can go for part-time or evening colleges.

• All you need to know about Mechanical Engineering course