Python,C++,Matlab,Data Mining,Excel,Sql

Yanji Zhu

Towson, MD ***** 949-***-**** adhu1v@r.postjobfree.com Linkedin.com/in/yanji-zhu-278b73135 SIGNATURE COMPETENCIES

Quantitative Methods Data Warehousing Advanced Data Mining Business Intelligence (BI) Data Structures Regression Analysis Data Visualization Data Technologies Strategic

Communications Data Science Research Methods Econometric Methods Research Data Management Experimental Design & Analysis Statistical Analysis Statistical Computing Methods Computer-based Proficiency Project Management Data Analysis Creative Problem Solver Time Management Collaboration Building Decision Making Critical Thinking EDUCATION

Master of Applied Math Degree, Applied Math/Financial Math Johns Hopkins University Baltimore, MD

Course: Data Mining, Machine Learning, Math Modeling, Time Series, Financial Computing Bachelor of Science Degree, Economics/Computer Science University of California Irvine, CA

COURSERA PROJECTS

• Analyzed real-world sunspot data; cleaned the data and separated them into train/test by time period and built a Neural Network combined with LSTM and ANN Model; used TensorFlow to make sure the mean absolute error was less than 2.

• Built a model that would predict the right emoji given the sentences; Used two Models; first one was traditional Neural Networks which did not consider the ordering of the words; second one was LSTM Neural Networks which would consider the ordering of the words; Both models had 95% training accuracy and over 85% test accuracy. The LSTM model outperformed the traditional model with 2% accuracy. PROFESSIONAL EXPERIENCE

Investment Data Analyst Intern December 2017 to January 2018 Shenyi Investment (hedge fund that manages 3 billion rmb/http://www.shenyitz.com/website/w/h) Shanghai, CH

• Produced graph of retracement rates and return rates of company’s stock portfolios by reading the file of each product; used Python.

• Performed back tests for company’s different portfolios; company was trying to produce new risk-neutral products and wanted to know the expected performance of the product; used python to produce expected performance with the provided data.

• Addressed and resolved an issue with the job being originally outsourced so the output could not be the latest version.

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TECHNICAL SKILLST

Microsoft Office Suite: Word/Excel/PowerPoint C++ Matlab R Python: NumPy/Pandas/TensorFlow, Modeling

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