Educational technology offers a wealth of avenues for personalized learning and enhanced educational outcomes. However, the increasing integration of algorithms into educational systems raises concerns about potential bias. Algorithms, trained on existing data, can amplify societal biases, leading to unfair outcomes for students from marginalized p