Achieving fairness in applications powered by technology is a significant objective. As algorithms become increasingly complex, it's vital to ensure they handle individuals fairly. This involves reducing bias inherent in data and algorithms themselves. By adopting methods that promote fairness, we can endeavor to create a more just technological la