Research Scientist
Meta
August 2021
- Present
Performing applied research on adaptive experimentation and algorithm-assisted human decision making.
Research Intern and Collaborator
Facebook
June 2019
- September 2020
Interned and collaborated externally at the Adaptive Experimentation team under Core Data Science. Worked on preference learning and experiment decision modeling.
Social Network Research Intern
Tencent
June 2017
- September 2017
Interned at WeChat. Worked on user behavior modeling and article forwarding prediction leveraging latent overlapping group structures; improved performance by 20% compared to baseline model.
Applied Research Intern
eBay
2015
- 2016
Interned at Discovery team at eBay NYC office in summer 2015 and summer 2016. In summer 2015, I worked on eBay's related product recommender system. The resulted model outperformed eBay's existing counterpart by 30% in internal test. In summer 2016, I worked on complementary products recommender systems and devised user group separation models with mathematical and machine learning techniques.
Media Application & Presentation Engineer Intern
Yahoo
May 2014
- August 2014
Interned in Yahoo's Homepage & Vertical team, Worked on Yahoo's homepage, mainly the mobile website. Worked collaboratively with product managers, designers, and engineers to improve the user experience at the end of articles. My work increased a group of users' engagement time by 3 times.
Undergraduate Research Assistant
Georgia Institute of Technology
January 2013
- May 2016
Have been researching with Professor Polo Chau in areas including Visualization, HCI and Data Mining since spring 2013. Also have been working with Professor Eric Gilbert since fall 2014 and Professor Munmun De Choudhury since spring 2015 on Social Computing topics respectively.