Experience

Behaivior

• United States
• Health, Wellness & Fitness
• 1 - 100 Employee

• Data Science Intern

  • May 2022 - Present



Carnegie Mellon University

• United States
• Higher Education
• 700 & Above Employee

• Research Assistant

  • May 2022 - Present



Boston Consulting Group (BCG)

• United States
• Business Consulting and Services
• 700 & Above Employee

• Parttime Assistant

  • Jun 2020 - Dec 2020

  - Analyzed the sales data and M&A events of L’Oréal Group and summarized the findings in multiple spreadsheets - Investigated on China’s cosmetics industry and forecast the market size of China’s luxury cosmetics industry - Collected key operational indicators from financial reports of Americold, an American cold chain giant - Analyzed the sales data and M&A events of L’Oréal Group and summarized the findings in multiple spreadsheets - Investigated on China’s cosmetics industry and forecast the market size of China’s luxury cosmetics industry - Collected key operational indicators from financial reports of Americold, an American cold chain giant



Purdue University

• United States
• Higher Education
• 700 & Above Employee

• Research Assistant

  • Jun 2020 - Oct 2020

  - Performed statistical analysis of residents’ data received from an American nursing home using Python Pandas and visualized the statistical features with Python Seaborn - Built two Bayesian inference models based on Poisson-Gamma and Dirichlet-Multinominal conjugate pair to predict future residents’ number and simulated new samples using Monte-Carlo Markov Chain - Compared the prediction accuracy of two inference models with Z-Score normalization in R and finally selected the Dirichlet-Multinominal model with a mean absolute percentage error of 11.2%



Philips

• Netherlands
• Hospitals and Health Care
• 700 & Above Employee

• Research And Development Intern

  • Jan 2020 - Feb 2020

  - Examined the clinical effectiveness of Philips Respironics CPAP ventilators aimed at treating obstructive sleep apnea with R based on data collected from clinical trials - Evaluated current respiratory products in multiple dimensions and presented the product evaluation during a group discussion with senior research scientists to help the company reorganize the product line - Conducted market research about current sleep-tracking products and their characteristics and drafted literature reviews about the application of paced breathing