Hey hey 👋 My name is Songpeng Cao （曹松鹏）. 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.

📚 Education

The Chinese University of Hong Kong (Shenzhen)

Jilin University

🧑‍💻 Work experience

Research Assistant (Machine Learning)

• 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, “Learning the Marginal Fuel Type for Effective Carbon Reduction”

Software Engineer Internship (Back-end)

• 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)

• 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.

⛷Research Projects

🛠 Skills

Computer Language: Python, C++, GoLang

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

🗣 Languages

Chinese 🇨🇳

English 🇺🇸

☎️ Contact information