CV

( pdf version )

Education

• M.E. 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 (review in 2018 AAAI). 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