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Computer science master student worked in an Agile development team, with a strong interest in machine learning and big data analysis:. 涓浜-涓夊垎-鍦帮紝鐙鍙戝竷
Develop several advanced algorithms and projects for data analysis and prediction;
Have 3+ years Java development experience, with knowledge in Junit and design pattern;
Have knowledge on data mining, machine learning and statistical models from advanced courses;
Have work experience on building RESTful APIs with multiple web technologies.
EDUCATION
M.S. Computer Science GPA: 3.59 May 2015.鐣欏璁哄潧-涓浜-涓夊垎鍦
University of Utah, Salt Lake City, Utah.鏈枃鍘熷垱鑷1point3acres璁哄潧
B.S. Engineering June 2010
Shandong University, Ji’nan, China
WORK EXPERIENCE-google 1point3acres
Software Developer June 2014 – May 2015
Farm Bureau Mutual Insurance Company of Idaho, Pocatello, Idaho.1point3acres缃
Create RESTful APIs for data-driven websites in PHP.
Rebuild old applications from ASP.NET to PHP.
Individually create new UI functions for APIs using JQuery.
Design ETL process and SSIS workflows for data warehouse.
Write SQL scripts to improve data transition efficiency by 50%.
Analyze and query large commercial data set for daily data transitioning.
COURSE PROJECTS
Machine learning facial expression recognition project January 2015
Successfully build a Multi-SVM model for image data stream in Python.
Apply advanced algorithms such as K-means and cross validation to improve accuracy.
Efficiently use open source libraries to process image and extract image features.
Machine learning stock price prediction project September 2014
Build a Naïve Bayesian prediction model based on historical price and business articles.
Effectively use Yahoo Finance API to gather stock data.
Big data Amazon customer recommendation system project September 2014. Waral 鍗氬鏈夋洿澶氭枃绔,
Build a recommendation system using Amazon purchase history dataset in Java.
Create an HBase database for high frequency products in Amazon dataset.
Apply dimension reduction on dataset to improve efficiency in Hadoop framework.
Opinion phrase extraction system project September 2013
Created an opinion prediction system for large documents in Java.
Apply natural language tools to parse document and extract meaningful phrase.
SKILLS
Programming Language: Java, Python, PHP, Matlab, SQL, C++, JavaScript, Junit, HTML 5, CSS3
Framework and Tools: Laravel 4, Grails, JQuery, REST, MVC, JUnit, Bootstrap, . 1point3acres.com/bbs
Big Data Analysis: Hadoop, MapReduce, HIVE, HBase, OpenCV, Sklearn, Numpy
Database Skills: PostgreSQL, MySQL, Microsoft SQL Server, DB2, SSIS
Advanced Courses taken: Data mining, Machine learning, Big data analysis, model prediction. 鐗涗汉浜戦泦,涓浜╀笁鍒嗗湴
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