Achieving fairness in platforms powered by technology is a crucial goal. As techniques become increasingly sophisticated, it's imperative to ensure they treat individuals justly. This involves mitigating bias present in data and models themselves. By adopting strategies that promote fairness, we can aim to create a more equitable technological land