We are extremely grateful to our generous sponsors for enabling our research

• 3Cavaliers Funding Award. UVA. Automated Post-Surgery Feedback: AI-Driven Time Series Analysis to Improve Anesthesia Care. PI: Tom Hartvigsen. Co-PI: Bhiken Naik (Dept of Anesthesiology). Co-PI: David Evans (Dept of Computer Science). Budget: $80,000. 07/2026 - 06/2027.

• NIH - Other Transactions Award. Grant #1OT2OD038079-01. A Model Editing Framework for Participatory Multimodal AI in Dermatology. Multi-PI: Ahmed Alaa, Tom Hartvigsen, Roxana Daneshjou. Budget: $983,993 ($335k to my group). 09/08/2025 - 09/07/2026. Potential renewal for future years.

• CapitalOne Faculty Research Fellowship. Learning to Reason about Financial Time Series. Budget: $50k. 2025.

• UVA Darden School of Business - Faculty Fellowship in AI Research. Detecting Implicit Bias in Natural Language with Large Language Models. Budget: $200K. PI: Tom Hartvigsen. Co-PI: Steven Johnson. 2024.

• UCLA Initiative to Study Hate - Research Innovation Grant. Community Grounded Hate Speech Detection. PI: Saadia Gabriel. Co-PI: Tom Hartvigsen. 2024.

• Microsoft Accelerate Foundation Models Program. Evaluation Framework for Continually Detoxifying LLMs. Budget: $25k Azure Credits. 2024.

• UVA Environmental Institute Climate Fellowship. Using Advanced AI for Simultaneous Bias-Correction and Downscaling of Climate Model Projections for Localized Policy Relevance. PI: Antonios Mamalakis. Co-PI: Tom Hartvigsen. Budget: $150K. 2023.

• Microsoft Accelerate Foundation Models Program. Enabling Large Language Models to Reason about Time Series. PI: Tom Hartvigsen. Co-PI: Tim Althoff. Budget: $30k Azure Credits. 2023.