Developed a Text Classification System with Reddit as a corpus based on Neural Network (Tensorflow).

Developed a WeChat official account for Budweiser and delivered a demo during meeting with Budweiser's marketing team (web.py, WSGI).

Helped improve Sympler's Snapchat bot by adding image search functionality (PHP, Microsoft Azure service).

Develop case studies and collate regional experiences to assist in proposal development, across various therapy areas including oncology, cardio-metabolic, virology (HBV, HIV) and immunology; across various engagement objectives including market landscape, launch excellence, forecasting, brand performance optimization and communications strategy; for both quantitative and qualitative methodologies.

Provide biomedical knowledge support via conducting desk researches on access schemes of healthcare products within the Asia-Pacific region.

Support to value COPD drug dossier for buyers in Singapore