Achieving fairness in platforms powered by technology is a significant goal. As techniques become increasingly complex, it's critical to ensure they address individuals justly. This involves mitigating bias inherent in data and algorithms themselves. By incorporating strategies that promote fairness, we can endeavor to create a more inclusive techn