Chen Peiqiu
Currently, I'm a master student of Multimedia and Intelligent Computing (MIC) Lab at Tongji University. My research interests include deep neural networks, convolutional neural networks and object recognition in computer vision.
I am applying for my first full-time job, since I'll graduate in April 2017. Positions require for a good knowledge of computer vision and machine learning are preferred, while other software developement jobs needs creativity would also appeal to me.
Work Experience
eBay Engineering and Research Center (Shanghai) Co., Ltd
Search Science & Traffic Intern • March, 2016 — Present
Improve the search experience of shopping listings on www.ebay.com. Taking use of the visual information contained in the items' thumbnail, we can better understand the product of each item. As a result of it, illegal or irrelevant items are filtered and more correct items would be shown in search queries.
- A practical and scalable image search solution for ebay cassini search engine.(Winner of the 1st prize in ebay CCOE HACKWEEK 2016)
- Recognize porn or adult listings with shallow visual features and machine learning algorithms.
Education
Tongji University, Shanghai, China
Master Degree, Computer Science • 2014 — Present
Tongji University, Shanghai, China
Bachelor Degree, Computer Science • 2010 — 2014
Minor in Applied Mathematics.
Projects
Research Experience
Intelligent Computing Lab • 2014 — Present
- Research on regularized convolutional neural networks (CNN), taking use of cuBLAS in CUDA Toolkit to achieve fast visual recognition system with good learning performance.Publication on IEEE SMC'2015
- Convolutional Neural Network parallel acceleration based on Hadoop.(Undergraduate thesis)
Personal Projects
In my spare time • 2014 — Present
- AkiSearch. A chrome extension app that queries google and baidu with one click. Since google is officially blocked in China, a list of google-ip is used to access google.com .
- Multiview-Caffe. Implement the widelly used 10-views test strategy of CNN on Caffe framework.
Skills
English
CET4 (560/710), CET6 (567/710), Good English reading and writing skills.
Coding Language
Proficiency in C++, familiar with HTML/CSS and JS, a beginner in JAVA and Python.
Others
Proficiency in Deep Learning algorithms and Caffe framework, basic knowledge of Hadoop.
Honors and Awards
The 1st Prize of ebay CCOE Hackweek 2016
6/2016
A practical and scalable image search solution for cassini.
Contest Awards
- 04/2013. Meritorious Winner of 2013 Mathematical Contest In Modeling (MCM).
- 12/2011. Third Prize of the 28th National University Physics Competition (Shanghai Division).
Scholarship and Academic
- 11/2015. The GuangHua Scholarship.
- 03/2014. Merit Student of Tongji University.
- 12/2013. The Second Prize Scholarship of Tongji University.
- 11/2012. The Third Prize Scholarship of Tongji University.
- 12/2011. The Second Prize Scholarship of Tongji University.