Supporting AI Trust in generative AI models and products, including:

1. Trust & Safety Governance & Decision Making for model development and launch of products powered by generative-AI.

2. Orchestration across Trust Core Services throughout model and product development to launch life cycle, enabling on-time delivery of Trust deliverables, including measurement, mitigation, and risk assessment.

3. Development of risk frameworks and measurement methodologies aligned w/ external stakeholder expectations for responsible AI, including safety, national security, and fairness testing.

4. Development and execution of human-in-the-loop red teaming program.

Enabling scaled approaches to Integrity mitigations

●​ Optimization of human-AI integrated content moderation systems for performance, quality, and efficiency.

●​ Development and execution of program for monitoring and governing algorithmic ranking signals.

Research, project coordination, and grant writing to support interdisciplinary research initiatives associated with the Environmental Science Institute, including the Texas Water Research Network, Planet Texas 2050 Urban Watershed Resilience, and an NSF-funded Research Experiences for Undergraduates. Teaching undergraduate seminars in Field Methods in Environmental Science and Sustainability and Science Professionalism and Communication for the Environmental Science degree program.

Research, program management, grant writing, and instruction to support interdisciplinary research initiatives.