Nowadays, the research on nanofluids is important due to their wide applications in many industrial and medical areas like cooling systems. Therefore, the study of nanofluids using various base fluids like water, EG, Kerosine oil, etc, over a different geometrical surface is gained considerable attention from the researchers. In this study-, we are considering two different types of nanofluids (spherical and hexagonal shapes) namely Fe2O3 and SWCNT in the based fluid EG. We shall further consider the electric and magnetic fields over a stretched surface which are perpendicular to each other in our model. Heat transfer analysis is also analyzed by using thermal radiation effects under Ohmic heating. In this thesis, we will employ the Caputo fractional derivatives to discuss the flow and heat transport analysis in nanofluids. Governing fractional PDEs are nonlinear and will be solved numerically by using the finite-difference method along with the L1 algorithm.