Achieving fairness in applications powered by technology is a essential goal. As models become increasingly sophisticated, it's imperative to ensure they treat individuals equitably. This involves eliminating bias existing in data and systems themselves. By incorporating strategies that promote fairness, we can endeavor to create a more equitable t