Building a Bias & Fairness Assessment Pipeline for NHS Predicted Length of Stay - What 8 Weeks as a Data Science Intern Taught Me
Sofia Alabi reflects on her internship at NHS England, where she built a pipeline to test whether the Predicted Length of Stay model performs fairly across sex, ethnicity, age group and BMI, and what it taught her about the limits of fairness metrics.