Java, Python, SQL, Shell, Git, Maven, Spring, Tomcat, Keras

Guanyu (Robin) Chen

804-***-**** ac37s1@r.postjobfree.com

*** ****** ****, ******, **, 14850

Website: guanyuc.com Github: github.com/RobinChenRichmond EDUCATION

Cornell University Ithaca, NY

Master of Professional Studies in Information Science Aug 2017-(May 2018) Grade Point Average: 3.53

University of Richmond Richmond, VA

Bachelor of Science in Computer Science and Mathematics Aug 2013-May 2017 Advanced courses: Software Engineering, Database, Machine Learning, Natural Language Process, Programming Language, Coding Theory, Probability, Mathematical Statistics, Numerical Analysis, Game Theory. EXPERIENCE

Back-End Java Development Intern Beijing, China

Baidu, Inc. Jun 2017-Aug 2017

• Worked in the Internal Search Group on project TESLA (Trackable Enterprise Search Log Analysis).

• Developed the log analysis system and contributed a function generating JSON logs based on internal APIs’ invoked numbers and sources. Used Java with Spring MVC, Maven, Tomcat and Redis.

• Followed the Test-Driven Development and implemented a program which works for invoked API logs and provides a complete pipeline of functions for daily data collection, analysis, visualization and transmission. Machine Learning Research Associate Richmond, VA

University of Richmond May 2015-Aug 2016

• Worked on Bird Classification problem in field of Support Vector Machine. Developed in Matlab and contributed a program that improves the precision from 60% to 85% by removing images’ background in pre-processing stage.

• Worked in field of Convolutional Neural Network in Python with Lasagne library. Contributed a program that improves the precision from 93% to 95.6% by artificially expanding the training data. PROJECTS

Signal Modulation Classification Model Aug 2017-Dec 2017

• Solved AMC (Automatic Modulation Classification) problem for MITRE Corporation with machine learning.

• Led the team with Agile Workflow, worked in data pre-processing in Python with Numpy, Pandas, Matplotlib.

• Rebuilt the Convolutional Neural Network model and optimized the model structure with Keras library. Improved the accuracy from 70% to 82% and reduced the training time. Named Entity Recognition: NLP course based project Sep 2017-Oct 2017

• Developed the core project in Java using Hidden Markov Model to predict Name Entity labels for words in texts.

• Improved the mean F1-Score from our baseline’s 0.65 to 0.76 and achieved top 18% in Kaggle competition. Gem Hunter: An online Role-Playing Game (http://guanyuc.com/web_game/rpg.html) Jan 2016-Aug 2016

• Led the team and designed the prototype of the role-playing game in Java with JDBC.

• Ported the game on website with HTML, JavaScript, AJAX and MySQL and added more game features. Traffic View Simulator: Software Engineering course based project Aug 2016-Dec 2016

• Worked in Waterfall Workflow and led the team in development process.

• Designed and developed the program in Java to simulate the situation of traffic flow in a city grid as time passes. SKILLS

Extensive knowledge and experience in Java. Experience in Python, SQL, Git, Shell, Spring MVC, Maven, Eclipse, Matlab, HTML, JavaScript.

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