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Achieving fairness in platforms powered by technology is a crucial endeavor. As algorithms become increasingly sophisticated, it's imperative to ensure they address individuals equitably. This involves reducing bias inherent in data and models themselves. By adopting methods that promote fairness, we can endeavor to create a more equitable technolo