Resume

{% include base_path %}

Education

• Ph.D in Quantitative Psychology and Statistics, Boston College, 2020 (expected)
• M.S. in Psychology, Brandeis University, 2014
• B.S. in Psychology, Beijing Normal University, 2012

Work experience

• Applied Scientist Intern at Amazon (May 2020 - Aug 2020)

• Data Science Fellow at Insight (Jan 2020 - Present)
  • Developed a Flask app SmartShopper on AWS EC2 to predict popularity of cosmetics discount sales on dealmoon.com and provide purchase suggestions.
  • Scraped 4k+ web pages with Selenium and extracted features using regex, bigrams, tf-idf with re, nltk.
  • Built regression tree, random forest, gradient boosting, xgboost models with sklearn, xgboost in Python and optimized RMSE by 30%.

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

{% for post in site.publications %} {% include archive-single-cv.html %} {% endfor %}

Talks

{% for post in site.talks %} {% include archive-single-talk-cv.html %} {% endfor %}

Teaching

{% for post in site.teaching %} {% include archive-single-cv.html %} {% endfor %}

Service and leadership

• Currently signed in to 43 different slack teams