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Data Engineer

Location:
San Diego, CA
Posted:
March 31, 2021

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Resume:

Yening Dong

ADDRESS: San Diego, CA, ***** PHONE: 858-***-****

EMAIL: adlbq7@r.postjobfree.com LINKEDIN: Linkedin.com/in/dan-dong EDUCATION BACKGROUND

University of California, San Diego GPA: 3.85/4.0 Expected 03/2021 M.S. in Electrical and Computer Engineering San Diego, CA Courses: Comp Data Analysis & Prod Dev Programming for Data Analysis Statistical Learning Wuhan University of Technology GPA: 3.91/4.0; Ranking: 4/271 06/2019 B.E. in Automotive Electronics Hubei, China

Courses: Python Programming Data Structure & Algorithms Numerical computation Honors: Summa Cum Laude FAST scholarship (Top1) Outstanding Student Cadre Zhongnan University of Economics and Law 06/2019

B.A in Economics Hubei, China

SKILLS

Programming: Python, Java, C++, SQL, HTML/CSS/JavaScript, MATLAB

Software: PyCharm, IntelliJ, Visual Studio, QUARUS II, AutoCAD

Technique: AWS(Certification), Docker, MySQL, PostgreSQL, Git, Linux

Languages: Mandarin, English

WORK AND RESEARCH EXPERIENCE

Wuhan University of Technology 11/2018 ~ 06/2019

Research Assistant - The Pedestrian Detection by Machine Learning

Designed a Pedestrian Detection system based on Faster R-CNN with VGG & Res-Net, using Pytorch

Used Caltech Pedestrian Dataset to train and test the model, improving the mAP to 92%

Built own Dataset and tested the model in real time, by CUDA, speeding up the detection Preh GmbH 07/2017 ~ 08/2017

Software Engineer Intern

Developed the inter-process communication module in C++, consolidating stimulation and test

Encapsulated the program into CAPL.dll, for testing system in CANoe, spreading in R&D Dept.

Tested the PCB about the circuit and ESD, ensuring product first-pass yield ACADEMIC PROJECT

NBA Players & Teams Evaluation System, http://100.24.236.203:8866/ 05/2020 ~ 06/2020

Scraped data from website and built ML models to deliver visualizations and metrics

Created a test suite (coverage > 80%) for their project codes by Pytest, keeping stability of website

Wrote a documentation website of system project in Sphinx, making web easier to use

Built an interactive dashboard, and deployed the website in Docker on AWS TicketMaster Recommendation WebApp, http://100.24.236.203:8080/Jupiter/ 03/2020 ~ 04/2020 Created a Full-Stack event web application for people to search, view and update their event.

Developed a web page (HTML/CSS/JavaScript), and a web service using (Java servlet, RESTful API)

Utilized MySQL to store user preference and event information, enriching user’s experiences

Deployed the whole Web Project on AWS, improving the durability and security Analysis of Job Market and Tendency from Main IT Companies 10/2019 ~ 12/2019

Scraped data from companies’ career websites to each .csv, using Selenium and Beautifulsoup

Cleared and analyzed data, using Pandas, Numpy and Re

Visualized data in different graphs, using Matplotlib, Plotly and Seaborn 2D Alien Invasion Game 08/2019 ~ 08/2019

Used Pygame package to manage game settings, graphics, animation, and sound

Optimized codebase using Object Oriented Programming, providing better experience for users

Implemented a progressive scoring system to update the scores when aliens are shoot



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