Ziming Liu(Bruce)

**** ****** *****, ****** ** **180 adjmue@r.postjobfree.com 571-***-****

EDUCATION

The George Washington University Washington, DC

Master of Science in Statistics May 2021

Relevant Coursework: Data Analysis, Data Warehousing, Machine Learning, Mathematical Statistics, Applied Linear Models, Regression and Multivariate Analysis

Iowa State University Ames, IA

Bachelor of Computer Engineering July 2018

Relevant Coursework: Database Management, Data Structures and Algorithms, Programming for Electrical and Computer Engineering, Computer Networking and Data Communications EXPERIENCE

Zhongkai Project Management Consulting Co., Ltd Changchun, China Intern July 2018-Dec 2018

Contributed to project budget auditing on the ‘Glodon’ cloud computing platform, and effectively maintained computer hardware

Conducted preliminary data management and analysis of engineering projects via the aid of SPSS software PROJECTS

Air Pollution Data Analysis

• Utilized SAS to perform regression analysis and constructed final model, and determined significant factors on sulfur dioxide emissions

Disaster Tweet Analysis

• Implemented an 83% accuracy model on predicting disasters with tweets from Kaggle competition

• Familiarized with exploratory data analysis and realized the importance of data preprocessing User Interface design

Accomplished the development of a user interface, which performed complicated engineering tasks within a VR environment, and achieved in C# programming language with Unity Engine

Enacted research of volumes of documents highlighting VR background information; also, continually put forward design ideas, and consulted with customers and supervisor regarding improvements SKILLS

• Languages: SAS, R, SQL, Python (Pandas, scikit-learn), C, C++, Java, Verilog, VHDL

• Certification: SAS Certified in Base & Advanced Programming

• Data Visualization: Tableau, Excel, Matplotlib

• Database System: SQL server, MySQL

• Operating System: Windows, Mac OS, Linux