Projects

Publications

• Chan, C., Pham, P., Dedon, P. C., & Begley, T. J. (2018). Lifestyle modifications: coordinating the tRNA epitranscriptome with codon bias to adapt translation during stress responses. Genome biology, 19(1), 1-11.
• Sudrik, C., Cloutier, T., Pham, P., Samra, H. S., & Trout, B. L. (2017, October). Preferential interactions of trehalose, L-arginine. HCl and sodium chloride with therapeutically relevant IgG1 monoclonal antibodies. In MAbs (Vol. 9, No. 7, pp. 1155-1168). Taylor & Francis.

Selected Projects

Legend: Geo-randomized Analytics

This is my summer internship project at Stitch Fix!

Report

US Candy Production

In this project, I seek to apply common time series forecasting methods to predict US candy production from 1971 to 2017.

Code & Report

Type II Diabetes Onset and Progression Analysis

This is the report for our final project in HST.956 Machine Learning for Healthcare. This report is an extension of the type II diabetes study done by Razavian et. al., and details the steps taken to analyze the cohort, construct a disease onset survival model, and model disease progression.

Report

Kiehl's Marketing Campaign in China

This is the report for our Advertising & Media final project in CMS.356 Advertising and Media: Comparative Perspectives. This report details market research, ad agency choice, focus group, concept writing, media planning, and execution to reposition Kiehl in the Chinese consumer market.

Report

MBTI Prediction

Is MBTI robust? Can people’s MBTI traits be revealed from what they say?

Code & Report

The State and Evolution of World Trade

This is the report for our final project in IDS.012 Statistics, Computation and Applications. My contribution is on network analysis of the global trade network.

Code

Report

Prediction of Kickstarter Project Fundings

This is the report for our final project in 6.867 Machine Learning. We seek to answer the question - What determines whether a Kickstarter project will be funded?

Code

Report