Achieving fairness in platforms powered by technology is a essential endeavor. As algorithms become increasingly advanced, it's vital to ensure they treat individuals equitably. This involves eliminating bias inherent in data and models themselves. By implementing strategies that promote fairness, we can endeavor to create a more equitable technolo