Q.Liu's "Algebraic geometry and arithmetic curves" is a good reference, if you plan to lean on the more arithmetic side.

Again, a good idea would be to discuss the matter with your advisor(s), since there is a rich variety of fields within the topic (puns intended) -- or ask a more precise question.