Achieving fairness in platforms powered by technology is a significant objective. As techniques become increasingly complex, it's vital to ensure they treat individuals justly. This involves mitigating bias present in data and algorithms themselves. By implementing techniques that promote fairness, we can aim to create a more equitable technologica