Data Scientist Intern


May 2019 – Aug 2019 Mountain View, California
Continuous monitoring of A/B testing with valid confidence intervals

  • Type I error control with mixture Sequential Probability Ratio Test (mSPRT) method
  • Power analysis
  • Multiple sequential testing

Graduate Student Research Assistant

University of Michigan

Sep 2017 – Apr 2019 Ann Arbor, Michigan

Black women’s wellness project, evaluating factors that associated with weight changes in intervention and control groups

Responsibilities include:

  • Randomization
  • Data Cleaning
  • Data Analysis

Graduate Student Research Assistant

University of Michigan

Feb 2017 – Apr 2019 Ann Arbor, Michigan
Established procedures for pre-processing and modeling of high frequency basal body temperature measurements via Hidden Markov Model (HMM), as well as prediction of ovulation by incorporating biorhythm information

Doctoral Dissertation Research

University of Michigan

Sep 2016 – May 2020 Ann Arbor, Michigan

Renewable Estimation and Incremental Inference with Streaming Health Datasets

Projects include:

  • Real-time regression analysis in generalized linear models
  • Real-time regression analysis with cluster-correlated streaming data
  • Multivariate online regression analysis with Heterogeneous streaming data

Awards & Accomplish­ments

Student Paper Competition Award for Statistical Learning and Data Science (SLDS) 2020

Winning Proposal in the 2020 Joint Shark Tank Retreat

This is an event to encourage collaboration between biostatistics and statistics PhD students. Yinqiu He (from stats) and I proposed a work entitled “real-time regression analysis of streaming health datasets with heterogeneity and correlation”.

Rackham Predoctoral Fellowship for Academic Year 2019-2020

The Rackham Predoctoral Fellowship supports outstanding doctoral students who have achieved candidacy and are actively working on dissertation research and writing

200-Hour Yoga Teacher Training Certificate

2019 ENAR Distinguished Student Paper Award

2018 MIDAS Annual Symposium Poster Award of Most Innovative Use of Data


  • M4135, SPH II, 1415 Washington Heights, Ann Arbor, MI 48109, USA