This seems to me equivalent to: Bob and I will be sitting together . (pronoun in subject positiion, thus subjective/subject form should be used, thus "I"). But others will argue that the presence of "It" changes "Bob and I" to objects of the verb "seems", and thus require the objective/object form"me," even if "It" to me it's only a substitute.
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