JS
Jane Smith
Lead Research Investigator
Department
Computer Science & Ethics
Affiliation
AI Safety Institute
Biography
Jane is a PhD candidate specializing in Algorithmic Fairness and Sociotechnical systems. Her work focuses on the intersection of machine learning and civil rights, developing mathematical frameworks to audit automated decision-making systems for discriminatory outcomes. She has spent the last three years consulting with tech non-profits on data ethics protocols.
Project Contributions
Fairness Metrics Dev
Implemented the core Demographics Parity and Equalized Odds testing suite for the project's analysis phase.
Data Synthesis
Led the cleaning and normalization process for the COMPAS and Adult dataset comparisons.
Selected Publications
2024 • Journal of AI Ethics
Quantifying Proxy Bias in Financial Scoring Models
2023 • ICML Workshop