- PILOT: Steering Synthetic Data Generation with Psychological & Linguistic Output Targeting, 2025
- Snapper: Accelerating Bounding Box Annotation in Object Detection Tasks with Find-and-Snap Tooling, 2024
- Toward Faceted Skill Recommendation in Intelligent Personal Assistants, 2024
- Annorama: Enabling Immersive At-Desk Annotation Experiences in Virtual Reality with 3D Point Cloud Dioramas, 2024
- Socratic Human Feedback (SoHF): Understanding Socratic Feedback Based Steering Strategies Used by Expert Programmers for Code-generation with LLMs, 2024
- Characterizing Time Spent in Video Object Tracking Annotation Tasks: A Study of Task Complexity in Vehicle Tracking, 2023
- Managing Tasks Across the Work-Life Boundary: Opportunities, Challenges, and Directions, 2023
- Mobilizing Crowdwork: A Systematic Assessment of the Mobile Usability of HITs, 2022
- “I Didn’t Know I Looked Angry”: Characterizing Observed Emotion and Reported Affect at Work, 2022
- Motivated to Work or Working to Stay Motivated: A Diary and Interview Study on Working From Home, 2022
- Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images, 2022
Research Experience
Work Experience:
- Microsoft: Principal Applied Science Manager
- AWS AI: Scientist
- University of Tennessee, Knoxville: Professor
- University of California, Irvine: Postdoctoral Researcher
- During PhD, interned at Microsoft Research's Next-Generation Productivity group and Mozilla Research's Emerging Technologies team.
Education
PhD in Computer Science from the University of Waterloo, advisor unknown.
Background
Research Interests: Human-computer interaction, machine intelligence, human cognition. Brief Introduction: Currently a Principal Applied Science Manager at Microsoft, leading science efforts that intersect Microsoft Copilot and Microsoft Outlook.