AI Fairness Auditing/Production
Healthcare fairness auditing platform measuring demographic parity, equalized odds, and calibration across groups, with causal inference and drift detection.
A production fairness audit across intersectional demographic slices, with Pareto frontier plots and automatic drift detection. Built for EU AI Act, NIST AI RMF, and ISO 25059 compliance review ahead of pre-market clinical evaluation.
Audit overhead is the real bottleneck, cutting it from three weeks to four hours is what makes fairness review something teams actually run.
Tell me what you're building, the constraints you're working with, and where it breaks. I reply within a day.