中级农民
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- 注册时间
- 2012-7-26
- 最后登录
- 1970-1-1
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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:
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.1point3acres
M.S. Computer Science GPA: 3.59 May 2015
University of Utah, Salt Lake City, Utah
B.S. Engineering June 2010
Shandong University, Ji’nan, China
WORK EXPERIENCE
Software Developer June 2014 – May 2015
Farm Bureau Mutual Insurance Company of Idaho, Pocatello, Idaho
Create RESTful APIs for data-driven websites in PHP.. 1point3acres
Rebuild old applications from ASP.NET to PHP.
Individually create new UI functions for APIs using JQuery.
.1point3acres 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.. Χ
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.. Waral dи,
Efficiently use open source libraries to process image and extract image features.-baidu 1point3acres
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 dи,
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,
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
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