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Achieving fairness in applications powered by technology is a significant endeavor. As algorithms become increasingly advanced, it's vital to ensure they handle individuals equitably. This involves mitigating bias existing in data and algorithms themselves. By implementing methods that promote fairness, we can strive to create a more equitable tech