My current research focus is scalable personalized scaffolding to introductory Computer Science learners. I am co-advised by professor Barbara Ericson and professor Christopher Brooks.

I am experienced in web development (both frontend and backend), and I am comfortable with android development and building machine learning models. I am a fast tech learner and am always happy to try out new frameworks and tools, whichever are the most suitable for my current research.

In terms of research methods, I prefer a mixed-methods approach which combines qualitative methods including participant interviews and observations, and quantitative research methods with scaled user testing.