Experience & Research
My professional journey in software development and research
Work Experience
Chief AI Officer & Full-Stack Engineer
株式会社 BeyondBrain | Mar 2024 – Present
Leading the development of Lumi, an AI-powered travel assistant. Built a modular multi-agent AI system for travel-related queries (hotels, flights, restaurants). Established agile workflows, improving product iteration and user engagement.
Full-Stack Engineer
MixerBox / LivApp | Mar 2021 – Mar 2024
Developed full-stack solutions for AI-driven products, including MixerBox AI, NFT projects, and MixerBox Pay. Built cloud infrastructure on AWS (EKS, DynamoDB) and integrated Stripe payment flows. Enhanced user engagement with LLM and Stable Diffusion capabilities.
Network Team Leader
NTU CSIE NASA | Jul 2018 – May 2021
Led a team managing network security and system administration for NTU CSIE. Designed and deployed high-availability server architecture using VMWare, pfSense, and OpenVPN.
AI Engineer Intern
Getac | Jul 2020 – Aug 2020
Built a YOLO-based Automatic License Plate Recognition (ALPR) system using surveillance camera feeds. Established training workflows for computer vision and deep learning models.
Research & Publications
Natural Language Processing Research
During my time at National Taiwan University, I focused on Natural Language Processing research, contributing to multiple publications and presenting at international conferences.
Findings of EMNLP 2020
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering
DSTC9 Workshop at AAAI-21
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems
EMNLP 2021 (Oral Paper)
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity