Hi,

I am an international student from India and would like to know whether I can claim additional exemption of $3,500 for my wife who is on F2

Yes, as per tax treaty, you can claim exemption for your wife if she did not have any income in the year.
Read: Your U.S. Tax Return: U.S. Tax Filing Requirements for Non-Residents

Thanks Mukat for your prompt reply.