Achieving fairness in platforms powered by technology is a essential endeavor. As models become increasingly complex, it's critical to ensure they handle individuals justly. This involves eliminating bias existing in data and models themselves. By incorporating techniques that promote fairness, we can strive to create a more inclusive technological