Billy's Fantasy Space
HK | CUHK | Gradurate | Computer Science | UC | JTI
ようこそ! I am Billy,
Hello! I am Billy, a graduate student from The Chinese University of Hong Kong and will start my Master Journey at CUHK also. Majoring in Computer Science and concentrating in field of Artificial Intelligence and Data Analytics.
Currently exploring the sector of Applied LLM such as advanced RAG, auto agent, multimodal. I also equipped the skill of writing both frontend and backend, mainly writing React.JS with NextJS and SaaS to build practical innovated applications.
Preprints
How Well Can LLMs Echo Us? Evaluating AI Chatbots' Role-Play Ability with ECHO
Man Tik Ng, Hui Tung Tse, Jen-tse Huang, Jingjing Li, Wenxuan Wang, Michael R. Lyu
arXiv, 2024
arXiv:2404.13957Projects
Multivariate Time Series Analysis in Temperature Forecasting
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.
HK Temperature ForecastingFull-Stack AI Content Creator
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.
Full-Stack AI Content Creator:LYU2305@2024Rettiwt: Mini Social Media
Utilized MERN stack to build a mini social media, equipped with data encryption, verification, performance-optimization, etc. This project considered with cyber security, database interaction, and full-stack development.
Rettiwt: Mini Social MediaVite Personal Portfolio
My own personal profile that used threeJS, ReactJS, NextJS, TypeScript, and Vite. This project aims to show my personal information, gallery, and projects in a 3D environment with a client-side rendering.
Resume Generator
A Formal Resume Generator with a GUI that aims to generate a formal template and a editable word document. Mainly used PySimpleGUI and python-docx to provide a local and record saving features. (Could be further developed a new version with LLM-powered features)
Resume GenerattorEducation
MSc in Computer Science
The Chinese University of Hong Kong | Graduate School | Part-time
Department of Computer Science and Engineering
Concentration in Quantum Computing, Natural Language Processing, Graph Neural Networks
Sep 2024 - Present
BSc in Computer Science
The Chinese University of Hong Kong | Full-time
Department of Computer Science and Engineering
Concentration in Intelligence Science
Sep 2020 - Jun 2024