personal Detecting Contradictions With NLP Check out my team's entry to Deloitte's PolicyRecon Hackathon. Life Expectancy Causal Analysis - PC Algorithm My senior capstone project! Legalization of Marijuana and Drug-related Crime Rates in LA County Did the legalization of marijuana change drug-related crime rates of individuals in various socioeconomic background in LA County over the past ten years? mentored Bias Aware Grid Search, Integrating Fairness into Model Selection Check out this project completed by my 2023-2024 capstone students - Jayson Leach, Anika Garg, Stephanie Chavez, and Ben Chen! Diversifying the Global Music Industry through Debiasing Recommender Systems Check out this project completed by my 2023-2024 capstone students - Natalie Wu, Shivani Suthar, Samantha Horio, and Joshua Brusewitz! Mitigating Director Gender Bias in Movie Recommender Systems Check out this project completed by my 2023-2024 capstone students - Michael Garcia-Perez and Christine Deng! An Adversarial Framework for Mitigating Gender Bias in Coronary Heart Disease Prediction Check out this project completed by my 2024-2025 capstone students - Diego Silva (d1silva@ucsd.edu), Patrick Salsbury (psalsbury@ucsd.edu), Kai Ni (c5ni@ucsd.edu) Ethics of Artificial Intelligence in Crime Check out this project completed by my 2024-2025 capstone students - Yuancheng (Kaleo) Cao, Aj Falak, Kavya Sriram, and Catherine Back! Ride-Hailing Bias Check out this project completed by my 2024-2025 capstone students - Wenbin Jiang, Ethan Lin, and Rongjing Jiang