Securing placement after college

Hi. I'm currently pursuing B.Tech. in CSE from a private engineering college. I'm currently giving my 4th semester exams (tomorrow is my last exam :excited:). I took an educational loan for my education, and hence, getting a placement is critical for me. the problem is that, I don't know much what extra you have to do apart from the branch stuff. I'm good at programming an software engineering and other things computer.

What extra things need to be done/learned to secure placement.

Also, what I'm interested in is H.P.C. (high performance Computing), particularly GPGPU, but none of the company visiting my campus need that AFAIK.
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