Achieving fairness in applications powered by technology is a significant objective. As techniques become increasingly sophisticated, it's vital to ensure they address individuals equitably. This involves mitigating bias inherent in data and models themselves. By adopting techniques that promote fairness, we can strive to create a more inclusive te