Access to economic opportunities is a fundamental civil liberty, yet many individuals face barriers in accessing fair labor platforms. Institutional discrimination based on characteristics such as gender, disability, and social standing can create significant disparities in the labor sector. Fostering equal access to work is not only a matter of f