This note describes a Monte Carlo study towards an event selection for the neutrino induced Neutral Current (NC) single π 0 cross section using the MicroBooNE detector. The NC single π 0 channel is especially important in neutrino oscillation experiments as it is one of the main backgrounds in any νe or νe appearance search. This channel topology has been infrequently measured and the cumulative world data set is limited. The event selection is intended to be entirely based on a fully automated selection process. This note will emphasize the methods used toward selecting the signal topology