Chat Infra, Payments Buyflow and Conversational AI Agent.

• Developed a Reddit search engine (Python, TF-IDF, Word Movers Distance Model, Reddit PRAW).

• 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).

• Support on Asia-Pacific quantitative research project for anti-hypertensive drug, specifically on data analysis, client management, updating reports and presentations.

• 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