Siqi Zheng
About Siqi Zheng
Siqi Zheng is a Data Scientist Intern at IntelyCare, where he has worked since 2022. He holds a Master's degree in Political Science from the University of Rochester and a Bachelor's degree in Mathematics and Political Science from Emory University.
Work at IntelyCare
Siqi Zheng has been working as a Data Scientist Intern at IntelyCare since 2022. In this role, Zheng focuses on improving algorithm performance by identifying and analyzing underperforming cohorts. Zheng has also developed a new feature impact measurement using time-series intervention analysis, which aids in understanding the effects of changes made to algorithms. Additionally, Zheng created an experiment tracking dashboard in DOMO, which visualizes key metrics and generates business insights for the organization.
Education and Expertise
Siqi Zheng studied at the University of Rochester, where Zheng earned a Master's degree in Political Science from 2018 to 2021. Zheng is currently a PhD Candidate at the same university, continuing studies in Political Science since 2021. Prior to this, Zheng completed a Bachelor's degree in Mathematics and Political Science at Emory University from 2014 to 2018. This educational background provides a strong foundation in both quantitative analysis and social sciences.
Research and Projects
During the internship and academic career, Siqi Zheng designed a randomized A/B experiment to evaluate the effectiveness of a new algorithm. Zheng enhanced Block Booking algorithms by applying advanced unsupervised learning techniques, including K-Means and Fuzzy C-Means clustering. These projects reflect a commitment to applying data science methodologies to real-world problems and improving algorithmic performance.
Technical Skills
Siqi Zheng possesses technical skills in data analysis and algorithm development. Zheng has experience with advanced unsupervised learning techniques and has developed tools for measuring feature impact through time-series intervention analysis. The creation of an experiment tracking dashboard in DOMO showcases Zheng's ability to visualize data and generate actionable business insights.