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Professional Summary
Highly-skilled software development professional bringing more than 2 years in software design, development and integration. Advanced knowledge of Python, JavaScript and PHP.
Work History
Full Stack Software Engineer, 09/2015 to Current
CloudMedx CA
  • Built and maintained a business intelligence web application for healthcare executives
  • Expand and enhance current server infrastructure for big data management
  • Lead the design, implementation, and deployment of machine learning algorithms
Web Developer Intern, 05/2014 to 08/2014
Genes for Good, University of Michigan MI
  • Built a Facebook App using PHP, JavaScript, and MySQL
  • Generated 21 interactive online plots for participants to view and manipulate their genetic and health behaviors
  • Modified JavaScript Libraries to construct customized data visualization 
Projects

Forum Messages Classification for MedHelp.org| Kaggle Competition

  • Used scikit-learn to build a classifier to predict the label for over 4, 000 forum messages
  • Wrote Python scripts to apply linear SVM in building the classifier

Evaluation of One-Class CollaborativeFiltering| MachineLearningProject

  • Examined a novel collaborative filtering method called KUNN by comparing it with user-based and item-based nearest neighbor methods using Matlab
  • Tested the KUNN algorithm against the state-of-the-art matrix factorization method Applied these algorithms on a 100k dataset of users' ratings towards a set of movies

MCrunch| Data Visualization Project

  • Designed a data visualization tool for analysts of VC firms to make investment decisions
  • Wrote Python scripts to clean the data Used nvd3 and D3. js to implement the visualization(tree maps and histograms)

What Determines the Wealth of Nation?| Exploratory Data Analysis Project

  • Analyzed the association between nation's wealth and population, natural capital, etc.
  • Used Python and R to analyze and visualize data about 150 countries' wealth for over 10 years Employed clustering and linear regression in the analysis
Education
Master of Science: Information Science, Apr 2015
University of Michigan School of Information - Ann Arbor, MI
  • GPA 3.9/4.0
  • Specialization in Information Analysis and Retrieval
Bachelor of Science: Economics, Jul 2013
Xiamen University School of Economics - Xiamen
  • GPA: 3.80/4.0
  • Specialization in International Economics and Trade
Skills
Python (Scikit-learn), JavaScript (ReactJS, D3.js, jQuery), PHP, Java, R (ggplot2) MySQL, AWS (EC2), Git, Linux