ZHONGYUAN ZHOU (PhD)
Athens, Georgia
acuanv@r.postjobfree.com
linkedin.com/in/bigdatahawking
github.com/zhongyuanzhou
profiles.udacity.com/u/edit
TECHNICAL SKILLS (Italic skills are certificated)
• Python
• HTML
• MapReduce
• Matlab
• PHP
• SQL
• CSS
• D3.js
• Dimple.js
• SciKit-Learn
• R
• Rstudio
• MongoDB
• C++
• Pandas
• JavaScript
• Markdown
• SAS
• SPSS
• GitHub
EXPERTISE
• Data analysis and visualization
• Data mining
• Software development
• Machine learning
• Modeling
• Algorithms
• Statistical analysis
• Simulation and optimization
• Parallel computing
PROJECT EXPERIENCE
1. Effective Visualization of Correlation between Variables of Baseball Players' Performance, Udacity, November 2015
• Skills used: JavaScript, HTML, CSS, SVG, Dimple.js, D3.js, Design principles, Visual encodings
2. Identifying Fraud from Enron Emails and Financial Data Using Machine Learning, Udacity, August 2015
• Skills used: Python, Machine learning, Scikit-learn, Feature selection, Machine learning verification
3. Quality of White Wine: An Exploratory Data Visualization, Udacity, May 2015
• Skills used: Rstudio, R, Plotting in R, Exploratory data analysis techniques
4. Data Wrangling with MongoDB: OpenStreetMap Data Analysis, Udacity, March 2015
• Skills used: Python, MongoDB, Data verification, Data cleaning
5. Analyzing the New York City Subway Dataset, Udacity, January 2015
• Skills used: Python, Statistical modeling, Numpy, Pandas, Ggplot, Linear regression, SQL queries, Panda SQL
PROFESSIONAL EXPERIENCE
Project Reviewer: Udacity, Mountain View, California, USA, March 2016 – Present
• Review students projects submitted and give actionable and helpful feedback to students
• The reviews areas include Python, make effective data visualization, explore and summarize data, and identify fraud from Enron emails and finance
Team Guide: Udacity, Mountain View, California, USA, September 2015 – Present
• Structuring and facilitating study sessions for the students of data analysis
• Guiding and supporting students on their studies
• Helping the study team stay motivated and keep making progress
Research Professional IV: University of Georgia, Department of Physics and Astronomy, Athens, Georgia, April 2011 – December 2013
• Initiated complex and quantitative big data analyses and effective exploratory data visualizations as well as computational based theoretical investigations of real laser-atom systems and quantum computing
• Accomplished 6 big projects with the entire lifecycle for each: modeling, algorithm developing, programming, data collecting, data analyzing, data visualizing, model validating, and predicting
• Published 4 papers in top tier academic journals, trained and mentored 3 PhD students and 1 postdoc, and taught 1 graduate and 1 undergraduate courses
Senior Research Associate/Postdoc: University of Kansas, Department of Chemistry, Lawrence, Kansas, January 2001 – April 2011
• Pioneered quantitative big data analyses, exploratory data visualizations and computational based theoretical investigations of strong-field atomic and molecular physics as well as quantum computing and information
• Completed 20+ big projects with the entire lifecycle for each: statistical modeling, algorithm designing, programming, data collecting, data parsing, data visualizing, algorithm optimizing, simulating, and predicting
• Taught 5 different graduate level physics and chemistry courses, mentored and coached 5 PhD students and 1 postdoc researcher, and published 20+ papers in top tier academic journals
SELECTED PUBLICATIONS (Published 60+ papers in Phys. Rev. Lett, Phys. Rev. A & B, Europhys. Lett., J. Phys. B)
• Zhongyuan Zhou and Shih-I Chu, Phys. Rev. A 87, 023407 (2013)
• Zhongyuan Zhou and Shih-I Chu, Phys. Rev. A 83, 013405 (2011)
• Zhongyuan Zhou and Shih-I Chu, Europhys. Lett. 88, 17008 (2009)
• Zhongyuan Zhou and Shih-I Chu, Phys. Rev. A 79, 053412 (2009)
• Zhongyuan Zhou, Shih-I Chu, and Siyuan Han, Phys. Rev. Lett. 95, 120501 (2005)
EDUCATION
• Nanodegree: Data Analysis, Udacity, Mountain View, California, USA, November 2014 - December 2015
• PhD: Computational and Theoretical Atomic and Molecular Physics, Jilin University, Changchun, China