A memory sub-system having a memory device with a plurality of cells and a processing device operatively coupled to the memory device, the processing device to perform the operations of: responsive to detecting a power off event, programming, to a predefined logical state, a dummy subset of the plurality of cells; responsive to detecting a power-up event, determining a voltage shift associated with the dummy subset of the plurality of cells; and identifying, based on the voltage shift, a voltage offset bin shift corresponding to a voltage offset bin associated with a specified subset of the plurality of cells.