Achieving fairness in applications powered by technology is a essential endeavor. As algorithms become increasingly sophisticated, it's vital to ensure they address individuals fairly. This involves eliminating bias inherent in data and algorithms themselves. By adopting techniques that promote fairness, we can aim to create a more equitable techno