- A Survey on Bias and Fairness in Machine Learning, ACM Computing Surveys (CSUR)
- FLIRT: Feedback Loop In-context Red Teaming, EMNLP 2024
- Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation, ACL 2025 Findings
- DATA ADVISOR: Dynamic Data Curation for Safety Alignment of Large Language Models, EMNLP 2024
- And other papers published in NAACL, ACL, etc.
Research Experience
- Senior Research Scientist, Meta Superintelligence Labs
- Applied Scientist, Amazon AGI
- Postdoctoral Researcher, Amazon Alexa AI Responsible AI Team
Education
Ph.D. from University of Southern California's Information Sciences Institute, advisors: Aram Galstyan and Fred Morstatter, part of the MINDS group.
Background
Senior research scientist at Meta's Superintelligence Labs, working on red teaming and frontier risks. Previously, an applied scientist at Amazon AGI, developing responsible AI systems. Prior to that, a postdoctoral researcher at Amazon Alexa AI's Responsible AI team.
Miscellany
Invited talk at NSERC Responsible AI (October 2024). My work was featured in Cloudwalkers ISI and the Inventors of the Future documentary.