Achieving fairness in systems powered by technology is a crucial goal. As algorithms become increasingly advanced, it's vital to ensure they handle individuals justly. This involves eliminating bias inherent in data and models themselves. By implementing techniques that promote fairness, we can strive to create a more just technological landscape p