Achieving fairness in applications powered by technology is a essential endeavor. As algorithms become increasingly sophisticated, it's vital to ensure they address individuals justly. This involves mitigating bias existing in data and systems themselves. By implementing methods that promote fairness, we can endeavor to create a more just technolog