Hong Kong SAR
Data Scientist with over ten years of experience in Python and R with a demonstrated history of working in the research and industry. Skilled in agentic AI, GenAI, Epidemiology, Biostatistics, Big Data and Machine Learning. Strong information technology professional with a Doctor of Philosophy (PhD) focused in infectious disease epidemiology from University of California, Davis.
Proposition & Healthcare Analytics
• Designing agentic workflows and building AI agents to transform essential processes for Private Bank, Corporate and Retail Banking. • Working with cross-functional teams to deliver end-to-end solutions to solve business pain points, reduce turnaround time and enhance the customer journey. • Communicating delivery plans, milestones, updates and live-demos with senior management.
• Responsible as people manager for two data scientists and three data analysts to build predictive models, automate systems and reports, and to provide customer and business insights. • Build Proof of Concept statistical models to uplift business and KPIs for multiple stakeholders. Experimentation for one such use case doubled the KPI metric compared to traditional marketing campaign methods.
• Design epidemiological studies, conduct statistical analyses and causal inference on prescription drugs, vaccinations, and health outcomes with electronic medical records in Hong Kong. • Prepare manuscripts for publications and write grant proposals to support the research group. • Create API using R to extract relevant data from Hospital Authority datasets.
- Generate client reports detailing consumer patterns, behavior, engagement and retention. - Analytics on digital advertising strategies, revenue recovery and product performance.