Achieving fairness in platforms powered by technology is a significant objective. As models become increasingly advanced, it's imperative to ensure they treat individuals justly. This involves reducing bias present in data and algorithms themselves. By incorporating techniques that promote fairness, we can aim to create a more just technological la