Fairness measurement library for automated employment decision tools, with audits of components from U.S. Patent No. 12,265,502 B1.
A full-stack SaaS-grade web app where teams upload a dataset + trained model (or plug in an API endpoint) and receive a comprehensive, interactive fairness audit report. Built to be genuinely enterprise-usable, not a toy.
Foundation Model for Medicine — fairness/bias evaluation CLI for medical AI (research)
A comprehensive CPU scheduling algorithm simulator built in C++ with Qt GUI support. This project implements and compares 10 different scheduling policies commonly used in operating systems.
LegalTech bias coverage Evidence Bundle: jury selection (Batson), sentencing (post-COMPAS), immigration triage, public defender caseload, eDiscovery TAR. Anchored to Title VI + Sixth Amendment + Batson + ABA Criminal Justice Standards. 8 subgroups × 11 coverage statuses incl LegalTech-unique compas-cautionary + batson-pattern flags.
Open source React app (and standalone HTML & Excel versions) for testing AI systems for bias and disparate impact using the Anthropic Claude API. Fisher's Exact, Chi-Square, and Z-test. Based on NIST AI RMF 1.0, NIST SP 1270, EEOC Technical Assistance on AI and Title VII (May 2023)
Machine learning project analyzing bias and fairness in loan approval predictions using metrics like disparate impact and error disparity.
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