Education
2019 — 2022
🇹🇼 Taichung, Taiwan
2017 — 2019
🇹🇼 Taoyuan, Taiwan
Work Experience
2019 — 2021
🇹🇼 Taichung, Taiwan
Independent Research
- Focused on specific use cases and characteristics of the summarization task
- Experimented with different training methodologies and practices
- Capstone Project: Question Generation Quality Enhancement based on BART
- Honorable Mention of Departmental Capstone Project Contest among 40+ contestants
System Development
- Designed and maintained a secure, scalable machine learning experiment runtime environment across 20+ on-premise servers
- Created and maintained the NLP Lab API, a unified platform for NLP research and demonstration for the laboratory
- Developed and maintained a Question Generation Platform, Querator AI, backed by the NLP Lab API
2021 — 2021
🇹🇼 Taipei, Taiwan
# The Debug Agile System
- Developed and maintained the Django Full-stack website for test report visualization
# Machine Learning Engineering for Canary Project
- Studied and trained time series ML models for different test cases with sktime
- Regularized and optimized the data pipeline to improve model accuracy
- Deployed ML models on a unified platform as RESTful API with FastAPI
Side Projects
2020
2020
Volunteering
2022 — 2022
🇩🇪 Berlin, Germany
Contact
Website
LinkedIn
GitHub
Email