1. Shiyu Song
(917)743-7989 ssy201366@gmail.com 1015 Mound St. Apt.112, Madison, WI 53715
Education
Columbia University, School of Engineering & Applied Science New York, NY
Master of Science in Computer Science GPA: 3.84/4.00 Graduated 12/2014
Courses: Intro to Database System, Advanced Database System, Analysis of Algorithms, Cloud computing and Big data,
Mobile computing and iOS development, Machine Learning, Natural Language Processing, Artificial Intelligence.
Beihang University(BUAA), School of Computer Science & Engineering Beijing, China
Bachelor of Engineering in Computer Science GPA: 3.67/4.00 Class Ranking: 3/30 Graduated 07/2013
Ø Honor Graduate of Beihang University 06/2013
Ø Win Excellent Academic Performance Scholarship every year 2010-2013
Technical Skills
Ø Programming Languages: Java, C/C#, JavaScript, CSS, HTML, Python, R, Objective-C, SQL, Matlab, Scala
Work Experience
Epic System Madison, WI
Software Development Engineer 04/2015-10/2016
Ø Worked on web migration for MAR group with C#, JavaScript, CSS, HTML and Cache
Ø Developed multiple projects in full stack including implementing RN verification function, MAR report function
nRelate, an IAC company New York, NY
Software Engineering Intern 06/2014-08/2014
Ø Worked with Data Science Team and developed new recommendation algorithm related with time of the day
Ø Developed data extract script on hadoop platform with pig and Scala, conducted time-series analysis with R
Ø Extracted patterns for campaigns, made corresponded adjustment to the algorithm and improved the performance
State Key laboratory of Software Development Environment, BUAA Beijing, China
Software Development Intern 03/2013-06/2013
Ø Created the software “Geographic Information System on the research topic exploration”
Ø Conducted keywords frequency statistics with Java Lucene and displayed statistic information with Google API
Ø Implemented the system with JSP/Servlet and added intelligent keywords recommendation mechanism for the system
The Institute of Advanced Computing Technology, BUAA Beijing, China
Research Assistant 03/2012-06/2012
Ø Initialized proposal “Personalized Recommendation System on e-commerce” and won national research grant
Ø Reviewed literatures, led group discussion, designed and implemented recommendation algorithms with C
Ø Summarized research progress with an academic paper accepted by ICSAI 2012
Project Experience Columbia University, New York
Ø “Delicious”, iOS Development project (Objective-C, Amazon Web Service: RDS, S3) 04/2014-05/2014
Invented the Recipe Share App with social network function(register, login, upload, review, like, chat, collect)
Utilized AWS iOS SDK for communications between the cloud database(RDS, S3) and the iOS App
Ø “Status Stream”, Cloud Computing project (Java, Objective-C, Amazon Web Service) 03/2014-05/2014
Created an iOS app providing customized information stream(filtered stream from Facebook/Twitter)
In charge of the iOS development part(connecting to Facebook/Twitter, displaying the filtered results, login, register)
Co-designed and implemented the Server deployed on AWS Beanstalk which extracted and filtered the stream.
Ø Intelligent information retrieval system project(Java) 02/2014
Developed information retrieval system learning user feedback to improve the search results with Java
Made use of Rocchio algorithm and Naive Bayes probabilistic model to optimize the results returned by Bing API
Ø “My Photo”, Database project (Java, JSP/Servlet, Oracle Database, Python) 10/2013-12/2013
Implemented the photography social network website system with JSP/Servlet and deployed on Apache Tomcat
Designed the SQL Schema and employed the Oracle JDBC to store and access the data
Populated the database with real data from Flicker API with self-implemented Python spider