This paper reports the complementary resistive switching (CRS) characteristics exhibited by Au/ZnO/Al2O3/Fluorine doped tin oxide (FTO) bilayer device for the first time, where both ZnO and Al2O3 are active switching layers exhibiting resistive switching properties. The I-V characteristics of the device initially show bipolar resistive switching (BRS) for a few cycles (~12) before permanently switching to CRS with the extension of SET voltage. The stable CRS state of the device exhibits a high current of ~500 µA during the ONstate and low current of 3x10 -7 A during OFF-state at low input voltages (-0.5 V to 0.5V) enables the proposed device suitable to use in crossbar array to mitigate the sneak path current. The device performance to write and read processes is evaluated with pulses of magnitudes ~|2.5| V and 1.3 V, respectively, and showed a ~ 60µA difference in read-out current between data bits 0 and 1. Similarly, the device's power consumption is also measured to elucidate that the device is suitable to use as a memory unit with power consumption in the order of microwatts (µW). Further, the possible switching mechanism is demonstrated based on oxygen vacancies migration.