Before joining the biostatistics PhD program at Johns Hopkins, I did some research in quantitative marketing and computational biology.

  • Advertising Effects on Consumer Demand / 2016 - 2017
    • Mentors: Günter Hitsch, Bradley Shapiro
    • I worked on a project at the University of Chicago Booth School of Business investigating the effects of TV advertising on consumer purchases using regression discontinuities. [code]
  • Enhancer Prediction and Feature Ranking / 2015
    • Mentor: Kevin Chen
    • As a DIMACS REU participant at Rutgers University, I analyzed epigenetic data and used various machine learning models to identify enhancers. [pdf][code]


Projects I have worked on under less formal settings in classes, competitions, etc. are listed below.