Data Scientist
Resume:
Yu Feng
Address: **** ******* **, *** **, Ann Arbor, 48105, Phone: 734-***-****, Email: ********@*****.***
PROFILE:
Five years’ experience of Matlab programming, predictive modeling and analysis with two published papers.
Created Global Trade Network analysis toolbox to analyze large datasets of global trade data.
Experienced working with Hadoop 2.0, Spark and Mahout.
EXPERIENCE
Institute for Social Research, University of Michigan, Computing Staff Ann Arbor, MI, US
Taught statistical software R, SAS, SPSS and network analysis tools. Jun 2014-Aug 2014
University of Michigan, Graduate Student Research Assistant (GSRA) Ann Arbor, MI, US
Research project: Global trade network analysis Fall 2012-May 2014
Created network analysis tools for Input-Output Analysis to analyze economic and environmental impact of global
production. Programmed over 35,000 lines Matlab codes for over 80 functions.
Publication: Sai Liang, Yu Feng, Ming Xu. Structure of the Global Virtual Carbon Network. Journal of
Industrial Ecology. Accepted on September 19, 2014.
Institute of Water Supply and Drainage System, Harbin Institute of Technology, Researcher Harbin, China
Modeled Blind Source Separation methods to separate information in water supply network. Fall 2011-Fall 2012
Beijing Forestry University, Graduate Student Research Assistant (GSRA) Beijing, China
Project: Urban Near-roadway Air Quality Monitoring and Assessment project Fall 2008-Fall 2011
Created distributed machine learning modeling structure for big data forecast.
Publication: Yu Feng, Wenfang Zhang, Dezhi Sun, Liqiu Zhang. Ozone-concentration forecast method based
on genetic algorithm optimized back propagation neural networks and support vector machine data
classification. Atmospheric Environment 45(2011):1979-1985.
Beijing Forestry University, Software Architect and Project Manager Beijing, China
Project: Environmental protection technique database of paper industry Fall 2008-Fall 2011
Modeled Assessment Method for Environmental Protection Technique of Paper Industry.
Coordinated with programmer and experts of paper industry.
Beijing Forestry University, Graduate Student Research Assistant (GSRA) Beijing, China
Project: Pollution diffusion forecast model for underground water pollutants Spring 2009-Fall 2010
Modeled with Genetic Algorithm and Back Propagation Neural Networks methods.
Publication: Li Jian, Zheng Zhang, Yu Feng, Xiumei Zhang. Use of genetic-algorithm-optimized back
propagation neural network and ordinary kriging for predicting the spatial distribution of groundwater quality
parameter. 2012 International Conference on Graphic and Image Processing. International Society for Optics and
Photonics, 2013.
Harbin Institute of Technology, Research Assistant Harbin, China
Project: Supply and Sewage Network design and calculation software Spring 2004-Fall 2008
Programmed Software promoted to more than a dozen civil and environment engineering schools in China for
water supply and sewage network design course. Provided online with more than 14,000 downloads.
EDUCATION
University of Michigan, School of Natural Resources and Environment Ann Arbor, MI, US
Master of Science in Sustainable Systems September 2014
Academic Concentrations: Machine Learning, Complex Network Modeling & Analysis, Input-Output Analysis
Beijing Forestry University, College of Environmental Science and Engineering Beijing, China
Master of Science in Environment Engineering July 2011
Academic Concentrations: Environmental System Modeling, Machine Learning
Harbin Institute of Technology, School of Municipal and Environmental Engineering Harbin, China
Bachelor of Engineering in Civil and Environmental Engineering July 2007
PERSONAL
Professional proficiency in Mandarin Chinese, English. Authorized to work in US.
Math, statistics & programming: Matlab, R, SAS, Java, Scala, Python, MySQL
Modeling theory: Machine Learning, Complex Network, Agent-Based Model, Fractal Theory
Common software: Microsoft Office, AutoCAD, ArcGIS
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