Research

My research explores education, data science, and learning technologies. I combine methods from learning sciences, education research, and computational approaches to address complex problems in teaching and learning.

Research Areas

Learning Analytics in Educational Settings

Using computational approaches to understand teaching and learning processes across educational contexts.

Educational Data Science

Applying quantitative methods to analyze educational phenomena and improve learning outcomes.

Mathematical Knowledge for Teaching

Investigating the specialized knowledge needed for effective mathematics teaching, particularly for teacher preparation.

Technical Skills Education

Exploring innovative approaches to technical skills development with a focus on data science education.

Liberal Arts Education Outcomes

Examining the long-term impacts of liberal arts education on career trajectories and life outcomes.

Featured Research Projects

Simulated Teaching and Learning at Scale
In ProgressAI in Education

Simulated Teaching and Learning at Scale

Developing frameworks to evaluate AI-generated educational dialogues along two critical dimensions: simulation fidelity and interaction effectiveness.

AIeducationdialogue systems
AI-Enhanced Technical Interview Preparation
ActiveAI Applications

AI-Enhanced Technical Interview Preparation

Creating scalable, personalized technical interview practice for data science students by combining expert human interviews with AI simulation.

AItechnical interviewsdata science

Research Grants

Publications