Achieving fairness in platforms powered by technology is a essential objective. As models become increasingly advanced, it's critical to ensure they treat individuals justly. This involves mitigating bias inherent in data and algorithms themselves. By adopting strategies that promote fairness, we can strive to create a more equitable technological