Computer Science System

Yaxuan Zhu

Weyburn Terrace ***** A-*** Los Angeles, California 646-***-**** ac24w5@r.postjobfree.com

EDUCATION

University of California at Los Angeles, Los Angeles,USA (2017.9 – 2019.6)

Master of Science in Computer Science

Peking University, Beijing, China (2013.9 - 2017.6)

Bachelor of Science in Electronic and Information Science and Technology Bachelor of Economics (Double Major)

GPA Cumulative: 3.83 / 4.0 Ranking:1 / 69

Related Courses: Database System, Big Data Analytics, Data Structure and Algorithm, Practice of Programming in C&C++, Econometrics, Computer Architecture, Digital Signal Processing, Signal and system, Applied Probability, Linear Algebra

WORKING EXPERIENCE

Intern at R&D Department, MomentCam, Alibaba Group (Area: Multimedia & Image processing) (2017.6 – 2017.7)

Development and optimization of animated graph (Gif, APNG, AWebp) generation function in the MomentCam APP.

Participation in the development of sex and age estimation function in the MomentCam APP.

COURSE PROJECT

Movie Database system construction(github github.com/AlvinZhuyx)

Building the back-end movie database system on server using Mysql

Building the front-end web interface using PHP and HTML

Personalized Medicine: Redefining Cancer Treatment (Area: Natural Language Processing)

Take clinical evidence(text) as input and predict the effect of genetic mutation;

Get state-of-art prediction accuracy with Doc2vec and neural network.

RESEARCH EXPERIENCE

Research assistant (RA) in the Center of Energy-efficient Computing and Application, Peking Univ. Advisor: Professor Guangyu Sun (Area: Computer Architecture and Deeplearning Acceleration) (2016.3 - 2017.5)

Discovery of the acceleration of low bitwidth convolutional neural network.

Object detection system implementation on FPGA board. ( 30 acceleration in processing speed after optimization )

Summer intern in the Center for Customizable Domain-Specific Computing, UCLA (2016.8 - 2016.9) Advisor: Professor Jason Cong (Area: Deeplearning Acceleration)

Human pose estimation models training. (Got 89.4% total accuracy on dataset MPII Human Pose.)

1.5 acceleration in the learning speed at the early stage of training using algorithm level optimization. SKILLS

Programming skills: C++, Matlab, python (Tensorflow), lua, Stata, Mysql, PHP, HTML/CSS

HONORS

Outstanding Graduate Peking University & Beijing Education Bureau 2017

Robin Li Scholarship Robin Li Foundation & Baidu 2016

Award for Scientific Research Peking University 2016, 2015

Meritorious Winner of the Interdisciplinary Contest in Modeling (ICM) The Consortium for Mathematics and Its Applications (COMAP) 2016

National Scholarship Ministry of Education of the People's Republic of China 2015

Founder Scholarship Peking University Founder Group Co. Ltd 2014

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