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Senior Assistant Manager (Data Scientist)

National University Health System (NUHS), Singapore

• Develop and enhance the CHAMP Chatbot using AWS services and Django Framework
• Create and implement fresh functionalities for the NUHS chatbot
• Create models aimed at enhancing the detection and treatment of ophthalmological conditions in clinical settings.

Senior Data Scientist

Department of Data Science, Singapore General Hospital (SGH), Singapore

• Oversaw a group of three junior data scientists as the technical team leader.
• Deployed Prophet model to forecast daily haemodialysis orders and optimize manpower allocation accordingly.
• Developed a new innovative model that can dynamically identify patients who are at risk of imminent ICU admission or death

Data Scientist

Data Science and Machine Learning (DSML), SGH, Singapore

• As the inaugural member of the DSML team, I spearheaded efforts to broaden the scope of the data science capabilities.
• Developed Prophet model to forecast daily haemodialysis orders and optimize manpower allocation.
• Developed XGBoost model to identify high-risk patients in the A&E department.

Project Officer

School of Physical and Mathematical Sciences, NTU, Singapore

• Developed ML model that uses topological features to predict RNA flexibility property with at least 16% improvement.
• Developed a Maximum Mean Discrepancy GAN algorithm to generate financial data with restrictions.

AWS Developer Associate

Amazon Web Services

AWS Solutions Architect Associate

Amazon Web Services

AWS Cloud Practitioner

Amazon Web Services

Master of Science (Statistics)

National University of Singapore (NUS), Singapore

Bachelor of Engineering (Chemical and Biomolecular Engineering)

Nanyang Technological University (NTU), Singapore