Technical Interview - how to handle it!??

I have an upcoming interview for the commercial credit analyst rotational program. I checked Glassdoor - and noticed that the interviewer will give a set of financial statements and asked the candidates to make a presentation on the potential borrower.

Does anyone have experience in doing such interview? What are the interviewer looking for and how can I get prepared for this kind of interview? I tried to such similar interview sample online, but wasn't bale to find anything.

I have never being asked to do a non-prepared presentation before. Any tips would help.

Thanks

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