Software Engineer

JINGQIAN LI

312-***-**** ********@*****.*** https://github.com/Pineappleee

Data scientist, and programmer with three years data analysis experience including two years machine learning project

experience. A quick learner who is eager to apply data analysis and programming skills to develop customizing applications or

platforms in the industry.

Education

Illinois Institute of Technology, Chicago, IL 08/2013 - 05/2015

Master of Data Science, Computer Science GPA: 3.55/4.0

Guangdong University of Technology, Guangzhou, China 09/2009 - 06/2013

Bachelor of Science, Statistics GPA: 3.1/4.0

Projects Experience

Project Member, Research, Clinical Trials Searching Engine 09/2014 - 05/2015

• Use patient information as searching queries, ranked and returned clinical trials based on pre-determined criteria

• Design and implement a searching engine framework using Python package Whoosh, and create a web interface with

Flask

• Built a relational schema, stored and managed patient information in MySQL

• Design the web interface in HTML

Team Leader, Course Project, Cinema Management Application 10/2014 - 12/2014

• Designed an ER-model and translated the model to relational schema for a management system of cinema

• Created and implemented a desktop application using JAVA Swing, JDBC and ORACLE. The application consists of

user login, user info management, ticket management, movie management and movie searching

• Managed the entire project scheduling, multi-task allocation and group meetings

Project Member, Practicum, Medical Data Analysis 06/2014 - 08/2014

• Managed data including selection, formatting and eliminating the missing data using MySQL and scripting language

• Analyzed and scored various medical quality measures with PCA method, and built a prediction model with Census

data in machine learning methods using WEKA, visualized the results for geographic distribution of the hospitals

quality in TABLEAU

• Discussed and presented the results with Deloitte Consulting group through out the project duration

Work Experience

Data Analyst, Intern, Taipu Software Co., Ltd 04/2012 - 08/2012

• Assisted in the off-peak power consumption project, overall project planning and job assignment

• Acquired deeper understanding in data preparation, processing, and clustering algorithm

• Learned data cleaning skills such as moving average processing, taking average value to replace missing value on time

series, removing abnormal data in records

Skills

Programming Languages: JAVA, Python, SQL, HTML Database: MySQL, ORACLE, SQL Server

Software: R, MATLAB, WEKA, TABLEAU, Excel, SPSS Version Control: git

Languages: Chinese(Native), Cantonese(Native), English(Proficient) Others: JDBC, JUnit, Shell Scripting, Linux

Honors

College Scholarship, Illinois Institute of Technology 2013-2015

2nd Prize, National College Mathematical Modeling Competition, Guangdong Province 2012

2nd Prize of Excellent Student Scholarship, Guangdong University of Technology (Top 10%) 2012

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