Achieving fairness in applications powered by technology is a essential goal. As algorithms become increasingly advanced, it's imperative 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 equitable technolog