Matlab, Python, Visual Basic, R, SAS, Minitab, Arena, GAMS, ERP

RUI SONG

**** ******* **. *****://www.linkedin.com/in/rui-song ac2xdv@r.postjobfree.com

Piscataway NJ 08854 732-***-****

EDUCATION

Rutgers University SOE, New Brunswick, NJ

M.S. in Industrial and Systems Engineering 1/2018

Thesis: Fault Detection and Classification

Algorithms applied: LDA, QDA, linear regression, logistic regression, KNN, k-means, neuron network, Naïve Bayes, SVM, random forest, RPART, image-classification.

Wuhan University of Technology SOE, Wuhan, China

B.E. in Mechanical Engineering and Automation 6/2015

Thesis: Industrial Download Mechanical Hands

CERTIFICATION

Six Sigma Green Belt Certificate, IISE 3/2017

ACADEMIC PROJECTS

The Feasibility for CHSR to Save Cost by Purchasing Different Brands’ Brake Pad (MATLAB)

Developed the model considering the forecasted sales, transportation, marginal cost, penalty and etc.

Compared the sensitivity of each key variable, and finally saved over 117.5 million RMB in theory.

Evaluated the return on investment(ROI) combined with life cycle cost analysis (LCCA). Increasing the Sales of Orthopedic Equipment by Detecting the Most Potential Hospital (SAS)

Conducted the clustering analysis to classify who have the high consumption of such equipment but where the sales are low.

Utilized regression model to estimate the potential gain in each different hospital from $3243,000 to $4369,000. RESEARCH EXPERIENCE

Fault Detection and Classification of Mixed Data from Ford Motor Company 6/2017-1/2018 Aim: find the time series status sequence that leads to certain fault and warning.

Responsibilities: analyzed 1.52GB of time series data, comprehensively evaluated existing classification techniques on the massive dataset and demonstrated the necessity for developing technology in a new direction-image classification. Virtual Metrology and Yield Prediction from Samsung Group 9/2016-5/2017 Aim: Apply virtual metrology(VM) to predict the yield rate of semiconductor manufacturing.

Responsibilities: implemented Principal Component Analysis(PCA), Non-negative matrix factorization (NMF), Autoencoder, and common regression methods in the feature extraction and compared the performances of VM. INTERNSHIP EXPERIENCE

Songran Trading Inc. Piscataway, USA

Warehouse Manager Intern 6/2017-8/2017

Arranged the production plan and organized standardized document of each process in the manufacturing.

Targeted the potential customers and increased the sale by $869 in average.

Improved the yield rate by 7.8% by leading advanced pattern recognition algorithms and lean methodologies utilizing sensor data.

Knorr-Bremse Systems for Rail Vehicles(Suzhou)Co., Ltd. Suzhou, China Operation Analyst Intern 7/2014-8/2014

Redefined procurement strategies by deconstructing supply chain complexity.

Saved the purchasing cost by ¥12748 according to the linear programming optimization. TECHNICAL SKILLS

Matlab, Python, Visual Basic, R, SAS, Minitab, Arena, GAMS, CPLEX, MySQL, HTML, Google Analytics, Hadoop

PLC, Proteus, Keil, CATIA, AutoCAD, Solidworks, Ansys, Mastercam and CNC software

SAP ERP, Quick Book, Tableau, Microsoft Office

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