Achieving fairness in applications powered by technology is a significant objective. As techniques become increasingly sophisticated, it's vital to ensure they handle individuals equitably. This involves reducing bias existing in data and algorithms themselves. By adopting strategies that promote fairness, we can strive to create a more just techno