Allocating assets to the seven major industries based on CMB’s economic trend strength, intensity, and congestion. Used PyCharm to fit and optimize the model to increase the annualized return and reduce the maximum drawdown.

Contributed to the design and deployment of an object detection algorithm on the toolbox which identified the presence, the location, and the type of one or more objects on given photographs. Used Python to established a script to transform the file format of ImageNet database into JSON document format. Combined several object detection algorithms such as yolov3, yolov4 by using Pytorch on the toolbox.

Contributed to the design, implementation and deployment of a multifactor database of all Hong Kong listed companies for defining companies’ type, analyzing market trend, valuating stocks, and optimizing interest rate. Utilized Python to write a data scraping script and greatly improved the speed of data extraction. Modified SQL code for the data saving process to satisfy new needs for supervisor to analyze and uploaded content like visualized tables and charts.