CV
Education
- M.S. in Networking and Multimedia, National Taiwan University, Jul. 2022
- GPA: 4.11 / 4.3
- TA experience: Applied Deep Learning (2022 Spring)
- B.S. in Computer Science, National Chengchi University, Jul. 2020
- GPA: 4.19 / 4.3
- Double Major in Digital Content & Technologies
- TA experience: Programming 101 (2020 Spring), Computer Programming (2020 Spring)
Experience
- Jul. 2023 – Present: Algorithm Engineer
- Taboola
- Deploy and fine-tune LLM to support several tasks, NLU, rephrasing and summary
- Develop productivity improvement tools like campaign optimization suggestions and cold email service for account managers
- Build an agent system from scratch (Abby) to help customers to follow Taboola’s policy
- Sep. 2022 – Jun. 2023: Machine Learning Engineer
- LINE+ (LINE TODAY department - a news media platform)
- Smart crop: enhances thumbnail image cropping by saliency detection, significantly reducing the incidence of miscrops
- Article clustering: analyze keywords and trends for recommending personalized news
- Mar. 2021 – May. 2022: Alexa Prize Taskbot Challenge
- National Taiwan University Team Miutsu
- Developed a highly interactive Alexa skill for the U.S. market, which assists users in performing complex cooking and DIY tasks
- Selected as one of the top ten innovations globally in the Alexa Prize Taskbot Challenge
- Jul. 2019 – Feb. 2020: Undergraduate Research Fellowship
- Ministry of Science and Technology (MOST) Program
- CutMat: Analyze the Practicability of Long Read Overlapping based on Integer Interval
- Investigate the probability of integrating integer interval and Hi-C information
- Jul. 2018 – Jun. 2019: Software Engineer Intern
- NCCU Computer Center
- Spearheaded the development and ongoing enhancement of the mobile application, significantly improving user interface
- Including weather (forecast, air quality), YouBike, bus, map, and food
- Integrate Elasticsearch to improve the course search system
Skills
- Programming Languages
- Python (Primary)
- Ruby, JavaScript, C/C++, Shell Script, Swift
- Deep Learning & AI
- PyTorch
- Transformers
- Natural Language Processing (NLP)
- Dialogue Systems / Agentic Workflows
- Web Development
- FastAPI
- jQuery, Node.js, Rails
- Nginx
- Cloud & DevOps
- Azure (AZ-900 Certified)
- Kubernetes
- Docker
- Linux
- Airflow
- Development Tools
- Sublime, ITerm, Vim, PyCharm, Cursor
Publications
Projects
- Careerhack - TSMC × Microsoft
- Anomaly Detection, Labeling with AI, Automated Optical Inspection (AOI)
- Binarize images and build a VGG16, ResNet50 model to detect defective cloth
- Accounting Application
- Develop an iPad application on Xcode with Swift and SQLite as the database
- Application to deal with accounting management and generate vegetable delivery orders
- I’mpression Stamp
- Develop a custom backend using Node.js, leveraging Pixi.js for interactive graphics, and JSFeat for real-time image processing
- Build a device with NodeMCU to transport button data to the website deploying on Azure VM
- Provide an iPad and several buttons for users to design unique paintings
- Bus Tracker
- Backend: ASP.net
- Process the data fetched from Public Transport Data eXchange (PTX)
- Apply jQuery Ajax to the real-time bus information
Certifications
- AZ-900 Microsoft Azure Fundamentals
