LLM Algorithm Engineer
MPhil Student @ HKUST(GZ) | Data Science & Analytics
Research: Multi-Modal Data Lakes & Large Language Models
I'm a LLM Algorithm Engineer with a passion for building intelligent systems that understand and process multi-modal data. Currently pursuing my MPhil in Data Science and Analytics at Hong Kong University of Science and Technology (Guangzhou).
Under the supervision of Prof. Nan Tang, I research innovative approaches combining large language models with multi-modal data lakes to unlock new possibilities in data analytics.
My technical journey spans from Applied Chemistry (BSc, Tianjin University) to cutting-edge AI/ML engineering, giving me a unique interdisciplinary perspective on solving complex problems.
Building and optimizing large language model applications, including RAG systems, agentic workflows, and multi-modal AI solutions.
Research focus: Multi-Modal Data Lakes, Large Language Models, Information Retrieval. Supervised by Prof. Nan Tang.
A personal AI assistant with automation capabilities, including market analysis pipelines, arXiv paper tracking, and intelligent scheduling.
Real-time global market analysis system with LLM-powered report generation. Supports A-shares, HK stocks, US stocks, and crypto.
Unified framework for RAG retrieval including Embedding, ColBERT, and Cross Encoder implementations.
Research on integrating diverse data sources with LLMs for comprehensive analytics.