Achieving fairness in applications powered by technology is a crucial objective. As techniques become increasingly complex, it's imperative to ensure they handle individuals equitably. This involves eliminating bias inherent in data and systems themselves. By implementing strategies that promote fairness, we can endeavor to create a more just techn