Hi 👋, I am a current B.S. in Computer Science at the University of Southern California ✌️.
I research how to enhance the ability of LLM agents to collaborate, reason, and solve complex problems across diverse domains, while also exploring creative applications of generative AI. My background includes full-stack development and systems engineering.
Reach out to me at siuw@usc.edu
Selected Projects
Everyday menu of USC dining hall - an mobile app helping USC students easily access daily dining hall menus and food locations.
Multi-agent framework for automating anomaly detection across different data modalities using LLMs.
AI-powered tool that transforms YouTube videos into interactive quizzes with summaries and personalized learning experiences.
Production-ready LLM deployment system with comprehensive observability stack. Built for AWS Annapurna Lab's Cal Hacks 12.0 challenge.
Published Papers
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection
2025
T Yang*, J Liu*, W Siu*, J Wang, Z Qian, C Song, C Cheng, X Hu, Y Zhao
AACL 2025, Findings
Pyod 2: A python library for outlier detection with llm-powered model selection
2025
S Chen*, Z Qian*, W Siu*, X Hu, J Li, S Li, Y Qin, T Yang, Z Xiao, W Ye, ...
The Web Conference 2025, Demo Track
* Equal contribution
Work Experience
Research Assistant
USC Viterbi School of Engineering
Aug 2024 - Present
Software Engineer Intern
FlareFlow
Sep 2025 - Jan 2026
Data Analyst Intern
Dell Technologies
May 2024 - Aug 2024