Co-Founder & CTO • AI Engineer • Full-Stack Developer
Hong Kong | CUHK | SmartQuest
ようこそ! Welcome to my digital space.
I'm a Computer Science graduate from CUHK and Co-Founder & CTO of SmartQuest, an AI-powered education platform revolutionizing mathematics learning in Hong Kong. My passion lies in building innovative AI solutions that make a real-world impact.
From developing healthcare automation systems that improve efficiency by 76% to creating mental health platforms and educational technology, I enjoy tackling complex challenges with cutting-edge AI and modern web technologies.
Specialized in LLM applications, advanced RAG systems, and role-playing AI evaluation
Building modern web applications with React, Next.js, and cutting-edge technologies
Time series forecasting, machine learning, and data-driven insights for real-world problems
Leading AI education startup
Healthcare automation impact
ECHO research contribution
As CTO, oversaw project management and architecture design for an asynchronous SaaS platform that merges AI-driven features with a robust Learning Management System (LMS). Leading technical strategy for AI-powered mathematics education solutions.
Mobigator Technology Group
Developed a hybrid OCR-AI solution, reducing hospital financial department workload by ~76%. Worked with Docker, React.js and multiple advanced technologies to create efficient healthcare automation systems.
Konew FinTech Corporation Limited
Trained a CNN-based model to perform multi-class classification on hand-captured bank statements with over 1000 samples, achieving significant accuracy improvements in financial document processing.
This research introduces ECHO, a comprehensive evaluation framework for assessing large language models' role-playing capabilities. We explore how well AI chatbots can embody and maintain character personas across diverse scenarios, contributing to the understanding of LLM behavioral consistency.
From AI-powered education platforms to healthcare automation, here are some projects I've worked on.
Revolutionary AI-powered Learning Management System for Hong Kong's mathematics education. Features automated HKDSE paper generation, intelligent marking systems, and advanced performance analytics that reduce teacher workload by up to 70%.
Innovative mental health platform combining professional counseling with advanced AI technology. Features emotional journaling, outdoor adventure activities, interest communities, and AI-powered mental health support for Hong Kong users.
Utilized vaious deep learning and machine learning method including LSTM, PatchTST, XGBoost, ensemble learning, etc. To predict multiple future days with multivariate using the data from the Hong Kong Observatory.
Developed a new imitation strategy and utilised it on role-playing celebrities. Used a Graph Structure with fine-tuned Large Languages models and multiple enhancing system such as babyAGI, web scraping, GAN-based article enhancement, Retrieval-Augmented Fine Tuning, etc.
The Chinese University of Hong Kong
Shatin, Hong Kong
The Chinese University of Hong Kong
Graduate School | Part-time
Quantum Computing • Natural Language Processing • Graph Neural Networks
The Chinese University of Hong Kong
Full-time
Artificial Intelligence • Machine Learning • Software Engineering
Beyond coding and research, here's a glimpse into my world and the things that inspire me.
Whether it's about AI development, startup opportunities, or technology partnerships, I'd love to hear from you. Let's build something amazing together!
Let's discuss research, opportunities, or just say hi!
billytse@smartquesthk.ai→Professional networking and career updates
View Profile→Explore my open source projects and contributions
Visit GitHub→I'm always excited to discuss new opportunities and innovative ideas.
