Yiwei Du
**********@*****.*** 205-***-****
OBJECTIVE
Seeking a Software Engineer role – Full Time
EDUCATION
University of Texas at Dallas Dallas, TX Expected July 2018 School of Engineering & Computer Science, Master of Computer Science GPA: 3.57/4.00
Selected Courses: Objective-Oriented Analysis & Design, Machine Learning, Network Protocol University of Alabama Tuscaloosa, AL Dec 2016
School of Electrical and Computer Engineering, Master of Electrical and Computer Engineering GPA: 3.70/4.00
Selected Courses: Computer Architecture, Digital Image Process, Large-Scale Network Simulation Fudan University Shanghai, China July 2015
School of Information Science & Technology, Bachelor of Electrical Engineering GPA: 3.23/4.00
Selected Courses: Programing Language, Database Design, Compiler & Assembler, Computer Architecture SKILLS
Proficient with Python, Java, C++, JavaScript, HTML, SQL, Matlab Expertise in Machine Learning, Web Development, Database Management, Image/Video Processing INTERNSHIP EXPERIENCE __
Philips – Mobile Software Engineer Internship June 2014-Sep 2014 Tested and released application updates into Google Play and App Store Monitored and maintained application functionality through usage tracking and reporting ACADEMIC PROJECTS __
Web Based Social Network Aug 2017-Oct 2017
Implemented a full stack social network website that allowed new users to sign up and log in to post text or images, share files, like and comment on posts, and add friends Developed an interactive webpage using Angular, stored and manipulated data with MySQL, used JDBC as an application program interface to access request statements of Scrum development methodology Deep Neural Network for Image Classification Mar 2017-May 2017 Constructed an image classifier using a deep learning neural network with the TensorFlow Library in Python Use CNN, SVM and KNN to implement the classifier to distinguish cats and dogs pictures Optimized the CNN by changing the structure of the CNN from 69.3% to 87.66% Efficient Wide Area Data Transfer Protocols for Demilitarized Zone June 2016-Dec 2016 Set up a software based RDMA (Remote Direct Memory Access) over Ethernet on a Linux system with shell in a campus network to allow higher data transfer speeds Improved speeds by reducing 18.3% latency and increasing 21.6% bandwidth compared with TCP/IP protocol Computer Vision Image Processing Sep 2016-Nov 2016 Captured and marked moving objects in a video using Gaussian blur and label connected components Implemented auto redirection with planed-based camera calibration techniques and phase-shift through Matlab Implemented geometric transformation through gradient analysis and gray-level matching interpolation methods Mobile Computing based on Virtual Machine Sep 2015-Dec 2015 Provided infrastructure to support computation offload between mobile devices and server on a Linux platform Extended cloud computing infrastructure by adding a cloudlet layer to improve structure stability, cloudlet is a middle layer between client devices and cloud layer that are dynamically associated with nearby mobile devices