👋 Hey there, you've found Andrew.
I'm a CS undergrad at NYCU, where I split my time between AI research and software engineering. Most of my work revolves around Large Language Models: I'm currently a full-time research engineer at Datalab where I'm researching document intelligence models and inference acceleration. I've also done research on frameworks to evaluate LLM explainability (AAAI'24 Student Abstract) and benchmarking LLMs' reasoning abilities with chess (LLM@IJCAI'23).
I have a habit of turning interesting ideas into real things. I served as president of NYCU's Software Development Club and founder of CommonGround, a social media platform we built to facilitate rational discourse. You'll also find me at community conferences sharing tech I find interesting with Taiwan's broader CS community. You might find the following talks interesting:
- On my comprehension of how Language Models for Cognition and Preference (SITCON 2026)
- On how BitNet works and its incredibly interesting inference (COSCUP 2025 | MOPCON 2025)
- On LLMs and observations of their "reasoning" abilities (COSCUP 2024 | SITCON 2024)
Outside of work, I'm endlessly curious. Give me an interesting idea and I'll happily lose an afternoon to it. Lately I've been trying to actually understand what I drink, whether that's coffee or whiskey, but a good conversation about something I've never thought about before pairs just as well.
Still interested? You can find more about me at https://kuo.is.