Achieving fairness in platforms powered by technology is a crucial endeavor. As models become increasingly sophisticated, it's critical to ensure they address individuals justly. This involves reducing bias existing in data and systems themselves. By adopting techniques that promote fairness, we can strive to create a more just technological landsc