Education
- MS, Computer Science, National Taiwan University · 2025–2027 · Expected Graduation 2027
- BS, Computer Science, National Taiwan University · 2021–2025 · Graduated
Labs: MIRLab (Multimedia Information Retrieval Lab) · MSLab (Machine Intelligence and Agentic System Lab)
Work Experience
Software Engineer Intern · Shopback
May 2025 – Nov 2025 · Taipei, Taiwan · Hybrid
TypeScript Kubernetes Monorepo SQL CI/CD
- Migrated 10+ API calls to direct function calls under mono-repo migration, cutting each latency from ~100ms to under 10ms
- Developed features handling 1M+ API requests monthly, boosting user interest by 15–25%
- Resolved 5+ backend issues, reducing error rate by 10–15% for respective APIs
Backend Development Engineer Intern · Cmoney
Jul 2024 – Apr 2025 · New Taipei City, Taiwan · Hybrid
C# ASP.NET OOP Microservice MongoDB High-Concurrency
- Implemented microservice refactors for 9 backend APIs in a flagship product (7M+ downloads)
Research Assistant · Citi Lab, Academia Sinica
Sep 2023 – Jun 2024 · Nangang, Taiwan · Remote
Python Cybersecurity Synthetic Data Linux Audit Logs
- Built a data processing system for 200M+ Linux audit logs supporting GAN-based cybersecurity detection research
Teaching Assistant · Dept. of CS, NTU
Feb 2023 – Jun 2023 · Taipei, Taiwan · On-site
Data Structures Algorithms
Projects
ICC Mem/Gen · MSLab
Mar 2026 – May 2026 · 4-person Team · 4-month Sprint
Knowledge Conflict SFT PEFT LoRA Activation Steering
- Developed a cross-format data augmentation pipeline for ConflictQA/ConflictBank
- Used Activation Steering to prove that fine-tuned behavioral vectors can steer frozen base models
Algorithm Trading Project · MIRLab
Jan 2026 – May 2026 · 3-person Team · Ongoing
Quant TWSE Daily Strategy
Bubblo · 2D Platformer
Apr 2025 – Jun 2025 · 6-person Team · Project Lead · 600+ Commits
Unity C# OOP Design Patterns
- Designed the component architecture before any game code was written, using Observer, State Machine, and Command patterns explicitly
- Led weekly standups and maintained the task board across a 3-month sprint
E-MoTchi · NLP
Nov 2024 – Dec 2024 · 5-person Team · 40-day Sprint
NLP Taiwan-LLaMA Google mT5 LoRA RLHF
- Fine-tuned multilingual LLMs using LoRA with RLHF-style preference optimization for emoji-to-Mandarin translation
Skills
Most fluent in: TypeScript · Python · C#
Backend: ASP.NET Core · Node.js · Kubernetes · Docker · MongoDB · PostgreSQL
ML/AI: PyTorch · HuggingFace Transformers · PEFT/LoRA · Activation Steering
Soft Skills: Agile workflows · Project management · Research
Languages: Mandarin (Native) · English (Working Proficiency)