Currently, memory occupies nearly eighty-five percent of the allocated chip area. Integrated electronics, such as workstations and mobile gadgets, need quick memory systems that use low power. Scaling issues make it impossible to obtain low-power and resilient SRAM cells, which are critical for Internet of Things (IoT) devices, using CMOS semiconductor technology. New nanoscale technologies, like FinFET, are being proposed as a substitute for CMOS in SRAM architecture. The study introduces a novel 12T SRAM cell design using FinFET technology, including differential writing and single-ended reading operation facilitated by write-read circuitry. The cell employs a write-assist-based approach to enhance the stability of reading and writing operations accordingly. In addition to differential writing architectures, single-ended reading decreases power use, while stacking transistors and minimizing read bit-line leakage minimizes leakage power utilization. The cell's performance has been evaluated utilizing a Cadence Spectre simulator featuring 18-nm FinFET technology and compared to current SRAM architectures at a supply voltage of 0.8 V. PVT variations are conducted to evaluate the efficiency of the suggested SRAM design. The reading and writing stability of the new SRAM cells has been enhanced by a minimum of 10 % when compared with the current counterparts. A 15 % decrease in power consumption has been seen in the suggested design compared to conventional SRAM cells of the same technology.