About
About
Hey hey πŸ‘‹ My name is Songpeng Cao οΌˆζ›ΉζΎιΉοΌ‰. I'm currently a master student at the The Chinese University of Hong Kong (Shenzhen) under the supervision of Chenye Wu. My research interests include machine learning, optimization and deep learning. with focus on mining the knowledge from electricity market data. I can be reached at songpengcao[AT]link[DOT]cuhk[DOT]edu[DOT]cn.

πŸ“š Education

The Chinese University of Hong Kong (Shenzhen)

2020.9β€”2022.6
Master's Degree in Computer and Information Engineering (GPA=3.6)
Supervised by Chenye Wu

Jilin University

2014.9β€”2019.6
Bachelor's Degree in Biology and Medical Engineering

πŸ§‘β€πŸ’» Work experience

Research Assistant (Machine Learning)

Institute of artificial intelligence and robotics, Shenzhen, China – (Feb. 2021 - Now)
  • Focused on machine learning for mining the knowledge from power grids.
  • Showed the misalignment between locational marginal price and carbon emissions.
  • Derived the connection between marginal congestion price and marginal fuel type.
  • Designed a data-driven carbon emission level recognition algorithm. See details in the paper: Songpeng Cao, Chenye Wu, β€œLearning the Marginal Fuel Type for Effective Carbon Reduction”

Software Engineer Internship (Back-end)

Turningsense, Nanjing, China – (Aug. 2020 - Oct. 2020)
  • Built company's official website with Golang-Gin-Gorm framework.
  • Developed the open-platform for other developers to get touch of company's open API.
  • Maintained an intermediate server that prevents congestion and forwards requests to the AI server. It is built by Django-REST-framework.

Software Engineer Internship (Back-end)

ZhouJiTongDa Medial Technology Co., Ltd, Tianjin, China – (Dec. 2019 - June. 2020)
  • Participated in the online shopping mall establishment during the COVID-19 outbreak by Vue+Django REST framework.
  • Implemented log-in and mobile registration, Alipay payment and the third party account such as Weibo.
  • Created and maintained the back-end of the display and purchase process of products.

β›·Research Projects

updated: Aug 14, 2019

πŸ›  Skills

Computer Language: Python, C++, GoLang

Software & Framework: Linux, Redis, Git, Docker, Gin, Django, Pytorch

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πŸ—£ Languages

Chinese πŸ‡¨πŸ‡³

Native speaker

English πŸ‡ΊπŸ‡Έ

Proficient speaker (GRE-321, TOEFL-92)

☎️ Contact information

πŸ“§ Email address: songpengcao@link.cuhk.edu.cn
πŸ§‘β€πŸ’» Github: https://github.com/songpengcao

Based in Shenzhen China πŸ›« Travel the World πŸ‘¨β€πŸ’» Work Globally
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