Gender dynamics shape UPSC preparation through factors such as access to resources, social expectations, and emotional support systems. Gender biases can often deter women from pursuing civil services or lead to additional challenges in balancing study with familial responsibilities. However, increasing participation and support networks among women have fostered resilience and determination. Recognizing these dynamics helps aspirants confront societal challenges, promoting an inclusive perspective in their preparations.