Stella (Yuzhe) Huo
***** ********* ***** ** **********, VA 24060 202-***-**** *****.***@*******.***.*** EDUCATION
Robert H. Smith School of Business, University of Maryland, College Park, MD Dec 2017 Master of Science in Information Systems
Lehigh University, Bethlehem, PA May 2016
Bachelor of Science, Business Information Systems, Major GPA: 3.6
Phi Sigma Pi National Honor Society
ADDITIONAL
Languages: SQL, R, HTML, Java, Python, RAML
Database and Server: PostgreSQL, MySQL, SQL Server, SQLite Data Analysis: Hadoop, Hive, Pig, Sqoop, Mahout, SAS Enterprise Miner, Tableau Tools: Unified Modeling Language (UML) Diagrams, AWS, SAP (ERP), Microsoft Offices (Visio, Access, Project) Certificate: Candidate of Certified Associate in Project Management (CAPM) PROFESSIONAL EXPERIENCE
PFP Cybersecurity, Vienna, Virginia
Software Engineer (Part time) Aug 2017 – Oct 2017
Tested Jersey REST API resources, updated SaaS entities and debugged back-end python files. Database Administrator (Intern) June 2017 – Aug 2017
Created and documented import flow of data collection into targeted databases via REST API.
Performed plan, design, installation, and configuration of database system via PostgreSQL.
Developed test database for developers and updated data content in existing databases and FTP Server. SINOCHEM GROUP, Beijing, China May 2016– July 2016 Business Analyst (Intern)
Managed R&D on new oil distribution management system (ODMS) to improve processing efficiency by 20%.
Developed strategic relationship among four departments to optimize existing process flow by 10% of total ODMS utilization. PROJECT EXPERIENCE
Data Mining Course, University of Maryland-College Park Jan 2017 – Present Data Mining Predictive Project
Incorporated k-NN and Classification and Regression Tree model using R to foretell one’s top three favorite check-in places. Big Data Course, University of Maryland-College Park Jan 2017 – Present
Forecasted rating of 5000+ movies with 23 features by executing Twitter API based sentiment analysis as categorical feature.
Called NLTK Python library for sentiment analysis, integrated logistic regression and delivered multiple models to minimize error rate.
Database Management Systems Course, University of Maryland-College Park Aug 2016 – Dec 2016 Pear School Ranking Project
Utilized MySQL to design physical database and coded multiple business transactions queries to test business functions. Business Intelligence Course, Lehigh University Aug 2015 – Dec 2015 Freshman Enrollment Prediction Challenge Project
Initiated predictive analysis utilizing SAS Enterprise Miner on 2,500 records for college enrollment management aimed for lowest misclassification rate and won first place among 8 student groups. System Analysis and Design Course, Lehigh University Jan 2015 – May 2015 Project Leader, Nine West Scheduling System Project
Conducted detailed feasibility and cost-benefit analysis and presented to class of 30 including peers and clients.
Remodeled scheduling system by enhancing scheduling time efficiency by 40% while reducing overhead cost by 15%. LEADERSHIP EXPERIENCE
System Analysis and Design Course, Lehigh University Jan 2016 – May 2016
Selected to mentor 20 students on group project progress and assignment aimed to improve students’ grades by 15%.