As an HCI researcher, my focus is on the testing and evaluation of algorithms that emphasize fairness in human perceptions. I am dedicated to ensuring these algorithms are equitable for marginalized groups, particularly by addressing the needs of economically disadvantaged and underrepresented communities. My goal is to ensure that our solutions act as a bridge, rather than a barrier, to equality.