The nova-like variable AE Aquarii is a unique system that shows emission at almost all wavelengths. The emission in radio, optical and soft X-ray has been explored extensively, whereas the nature of the emission towards higher energies such as hard X-ray and gamma-ray wavelengths is still not clearly defined.In this study a search for pulsed emission has been conducted utilizing Suzaku and Fermi-LAT data. The methodology and results from the analysis will be shown. The results from the analysis show that the possibility of a non-thermal component towards higher energies in AE Aquarii cannot be excluded.