Xhoana Shkajoti

Auditing Bias in AI-Based Hiring Systems: A Fairness Analysis of Nationality and Gender Discrimination

In recent years, artificial intelligence (AI) systems have become increasingly integrated into recruitment processes, particularly in early-stage candidate screening based on semantic matching between CVs and job descriptions. While embedding-based models promise efficiency and scalability, they also raise concerns reg...