▪ Involved in HKMA SupTech project. Assisted in building rapid prototype of AML risk models in regulator perspective.▪ Designed and developed Customer Risk Assessment (CRA) model.▪ Performed system validation on the bank’s transaction monitoring system, including data quality testing, operating effectiveness testing, threshold tuning and scenario logic review.▪ Developed Alteryx automation solution for financial reporting.▪ Developed Tableau dashboards and reports for the financial risk data. ▪ Developed Robotic Process Automation (RPA) solution to automate the process of AML, KYC and Trade Surveillance using UiPath.▪ Worked as a business analyst to collect, analyze, and document user requirements in RPA projects.

．Assisted in Extracting, Transforming and Loading (ETL) data from different sources into Data Warehouse using Informatica or SSIS．Built dashboards and visualized data using Qlik Sense or IBM Cognos.．Experienced in Oracle Database and MS SQL Server Database

Developing and maintaining web server using asp and JavaScript

The focus of the research is to understand and improve the health outcomes of elderly across the care continuum through statistical analysis. Assisted in data processing including extraction of data, data integration, cleaning, data dictionary creation, data quality assurance and standardizationProduced statistics reports and delivered presentations using Microsoft Excel and R studio.