Arithmetic geometry is still arguable number theory I suppose, but this is pretty geometric: in recent years, there have been applications of the Circle Method to the study of rational curves on varieties over finite fields (e.g. http://www.math.columbia.edu/~thaddeus/theses/2011/pugin.pdf).