Engineering Project

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WEI ZHANG San Francisco, CA

********.*********@*****.*** (314) 583 - 9831

EDUCATION

Washington University in St. Louis Graduation: May 2014

Master of Science in Electrical and Electronics Engineering

Beijing Institute of Technology 2012

Master of Engineering in Control Science and Technology

North University of China 2009

Bachelor of Engineering in Mechatronical Engineering

ENGINEERING EXPERIENCE

Community Detection Feb 2014 – May 2014

Used 32 MB social data from Yahoo Sandbox and preprocessed data to form a 100,000 100,000 adjacency matrix

Course Project – clustering task

Built an undirected, weighted graph and used label propagation, walktrap, edge betweeness algorithms. Plotted results

Spam Email Detection Oct 2013 – Dec 2013

UGR Project – classification task

Used 31.4 MB emails provided by SpamAssassin Apache, used tm package to create corpus and did preprocessing

Built kNN and SVM models to detect spam emails on test data. It turns out that SVM reaches higher accuracy

SVM model with book reviews from Amazon Sep 2013 – Oct 2013

Course Project – classification task

Given 2,000 training instances with 14,859 bag-of-words, built document term matrix and used TF-IDF

Built Linear kernel and RBF kernel SVM models with “e1071” packages and got accuracy 86.258%

KNN model and Decision Tree Model with Breast Tumor Data Sep 2013 – Sep 2013

Course Project – classification task

Given 210 data points with 30 features, built k-NN models to predict 370 test data points and got accuracy 95.367%

With the same data, built a CART decision tree to make predictions and got accuracy 96.525%

Diet Tracker App on Android Platform Feb 2013 – Apr 2013

Course Project – made demo

Created TextViews to provide food list and made buttons to provide operations

Designed the layout and wrote java codes to implement activities to compute consumed nutrition

P ublished a Paper 2 011

Published A Kind of Electronic Safety and Arming System Based on FPGA Technology at the International

Conference on Electronics, Communications and Control (ICECC2011)

WORKING EXPERIENCE

Invensys Operations Management 2012 - 2013

Service Engineer

Maintained the DCS (Distributed Control System) applied in power plants

Coordinated relationships with our clients, owners and business partners

LEADERSHIP EXPERIENCE

IT Administrator of the AGES (Association of Graduate Engineering Students) Website

Committee member of CSSA (Chinese Student and Scholar Association) in Wash U

TECHNICAL SKILLS

Java, R, Perl, Python, C, PHP

R studio, Rattle, Android SDK, Postgresql, Oracle, Access, Mysql, Excel VBA, Matlab

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