Changjie Liu

Changjie Liu began their work experience in 2011 as a Junior Trader at Four Elements Capital Limited. In this role, they executed trades in commodity futures and managed the risk on two books totaling $10 million each. Changjie also developed and improved trading algorithms to minimize market impact and slippages.

In 2012, Liu joined MarketPsych as the Head of Research. Changjie conducted research on sentiment data in multiple asset classes and established infrastructure and guidelines for data scientists. Changjie also created a web infrastructure to assist clients in exploring data. The duration of their employment at MarketPsych is not specified.

Changjie Liu pursued their education in a chronological manner. Changjie began their academic journey in 2005 at the National University of Singapore, where they completed their Bachelor of Science degree in Computer Science in 2009. Afterward, they furthered their education at the University of California, Berkeley, Haas School of Business from 2011 to 2012, earning a Master of Financial Engineering degree.