You are a machine learning engineer developing a aws video

Full Certification Question

You are a machine learning engineer developing a hiring model that predicts whether candidates should be shortlisted based on features such as education, work experience, and test scores. The company wants to ensure the model does not discriminate against any demographic group (e.g., gender or ethnicity) and that the model's predictions are fair and interpretable. Which approach is the MOST APPROPRIATE to ensure fairness and transparency in the model’s predictions?