cv

Exchange

• Mathematics and Computer Sciences
• 4.0/4.0

Bachelor

• Mathematics and Computer Sciences

Research Assistant

• Advised by Dr. Koustuv Saha
• Developing a conversational chatbot for supporting mental health of caregivers of Alzheimer's Disease and Related Dementias (AD/ADRD) patients.
• Engineering natural language processing (NLP) pipelines for chatbot interactions, including tokenization, encoding, and sentiment analysis.
• Fine-tuning pre-trained language models on domain-specific datasets.
• Conducting user studies to gather feedback from caregivers, addressing their concerns and preferences regarding chatbot usage.

Research Assistant

• Advised by Prof. Kenneth Wong
• Developed machine learning models for analyzing echocardiography videos, focused on prediction of ejection fraction.
• Pioneered the use of machine learning models for predicting left atrial volume.
• Achieved breakthroughs in accuracy, boosting model performance by 17.4% with an R-square around 0.8.
• Addressed the model's initial bias by augmenting the dataset through both manually collected rare data cases and training the model for labeling video data.

Cloud-Based Restaurant Recommendation System

• Developed a scalable restaurant recommendation web application on Google Cloud Platform (GCP).
• Using HTML for frontend, with Flask for backend services and MySQL for data management.

Big Two Card Game Development

• Developed a Java-based Big Two card game featuring GUI, event-handling for user actions.
• Implemented multi-threading and networking, enabling real-time data processing and server communication.
• Engineered a client-server architecture to facilitate network play for four players.

Website Development for Math Course

• Utilized foundational HTML elements, including DOCTYPE declaration, metadata, and links, to define and format web content.
• Employed GitBook styles and plugins, and customized CSS styles to enhance the visual presentation, functionality, and consistency of the site.
• Integrated JavaScript, using the jQuery library, to handle dynamic elements and interactive events.
• Implemented meta tags for SEO and page metadata management.

• Dean’s Honours List, University of Hong Kong

• HKU Worldwide Undergraduate Student Exchange Scholarships, University of Hong Kong

Undergraduate Teaching Assistant

Undergraduate Teaching Assistant

Student Ambassador