CV
Education
- M.S. in Software Engineering, Zhejiang University, 2015 - present
- B.E. in Software Engineering, Chongqing University, 2011 - 2015
Work experience
- Research Assistant (Jun. 2017 - present)Pervasive Computing Lab, Zhejiang University, advised by Prof. Lin Chen
- Developed a model using deep multi-task learning to recognize simple and complex activities simultaneously through a shared representation
- Software Engineer Intern (May 2016 – Sept. 2016)DaoCloud Inc., Shanghai, China
- Developed remote terminal service for a running container that allows users to operate the container
- Design and implementation of distributed cloud database system based on Docker
- Research Assistant (Jul. 2015 – Mar. 2016)IBM Shared University Research & Zhejiang University
- Detected procurement fraud based on Hadoop and social network analysis
- Applied data mining and machine learning algorithm to analyze purchasing data.
- Implemented the algorithm of predicting and recommending links in social networks
- Software Engineer Intern (Oct. 2014 - May 2015)Insigma Hengtian Software Inc., Hangzhou, China
- Developed dashboard based on OpenStack Horzion
- Maintained IaaS Cloud Platform OpenStack
- Designed online disk website for company based on Sheepdog, using Django
Skills
- Experience on Deep Learning, TensorFlow, Activity Recognition
- Strong programming ability with Python, Java, C/C++
- Interests including deep learning, time series, transfer learning, machine learning, distributed system
- Language
- GRE - Verbal 153 Quantitative 167 Analytical writing 3.5
- TOEFL - 90 (updating)
Publications
Liangying Peng, Zhenan Ye, Lin Chen. AROMA: A deep multi-task learning based simple and complex activity recognition method using wearable sensors (to be submitted). code
SCHOLARSHIPS & HONORS
- Zhejiang University Award of Honor for Graduate award on 2015-2016
- Chongqing University Scholarship for Excellent Student Prize on 2013-2014
- Chongqing University Model Student of Academic Records on 2013-2014
- Chongqing University Scholarship for Excellent Student Prize on 2012-2013
- Good Final Report of National Undergraduate Training Program for Innovation and Entrepreneurship