Doris Jung-Lin Lee

I recently finished my PhD at the RISE Lab and I School at UC Berkeley, working with Professor Aditya Parameswaran. The focus of my dissertation is to make data exploration and visualization easier and more accessible through automation. During my PhD, I developed several data science tools aimed at accelerating insight discovery, including , a Python library for accelerating and simplifying the process of data exploration. In 2020, I was awarded the Facebook PhD Fellowship in Systems for Machine Learning.

Before this, I was at the computer science department at the University of Illinois, Urbana-Champaign. I received my Bachelor's degree in physics and astrophysics from UC Berkeley in 2016.

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Selected Publications

My research is centered around understanding the challenges that users face during exploratory data analysis and develop intelligent systems that guides users in the data science process. You can learn more about this line of research in this blogpost or this podcast.

For a full list of publication, please refer to my CV for more details.