Resume
You can dm me for pdf resume~.
Basics
Name | Derek Lin |
deeeelin@gapp.nthu.edu.tw | |
Url | https://deeeelin.github.io/ |
Work
-
2024.09 - Present
Hsinchu, TaiwanIntern
ASML
Python, Pandas, SciPy
- Designed task scheduling and configuration synchronization functions for a Python-based wafer machine monitoring system, reducing 21 hours of maintenance time for field engineers.
- Engineered an electric arcing detection software to detect wafer machine anomalies by analyzing machine log data with Pandas and SciPy.
-
2024.09 - 2025.01
Hsinchu, TaiwanTeaching Assistant
National Tsing Hua University, Operating Systems
C++, Operating Systems, NachOS, Pthread
- Collaborated in designing NachOS CPU scheduling assignment specifications and evaluation guidelines.
- Contributed to grading and feedback on assignments and exams, securing academic rigor and clarity for over 130 students.
-
2024.07 - 2024.08
Taipei, TaiwanResearch and Development Intern
Trend Micro
Powershell, Windows CMD, C/C++, Jenkins, GitHub Actions
- Migrated CI process from Jenkins to GitHub Actions, integrating build process into GitHub repository.
- Enabled a 4M+ line legacy codebase for Windows 7 to build on Windows Server 2019, cutting 67% build time.
- Developed automated scripts to fully set up the project environment and build processes from a fresh VM.
-
2023.09 - 2024.01
Hsinchu, TaiwanTeaching Assistant
National Tsing Hua University, Introduction to Programming in Python
Python, Bash, Vim, Jupyter Notebook
- Supported a class of 110 students for debugging, problem-solving, and concept clarity during office hours..
- Oversaw all course announcements and online inquiries, providing seamless access to information for students.
Education
-
2021.09 - 2025.06
Hsinchu, TaiwanB.S. in Computer Science
National Tsing Hua University
Selected Coursework:
- Operating Systems
- Computer Architecture
- Computer Networks
- Machine Learning
- Parallel Programming
- Virtualization
- Algorithms
- Data Structures
- Compiler Design
- Linear Algebra
Awards
- 2022.10.18
Hsinchu, TaiwanAcademic Achievement Award
National Tsing Hua University
Top 5% in department, 2nd semester, Academic Year 2022
- 2024.10.24
Remote, TaiwanEnterprise Challenge Award
GenAI-Star
Gelaito4 : Sports Media Platform Powered by Collaborative Computer Vision and Generative AI
- Enabled real-time statistics display by selecting players identified by YOLO object detection in sports videos.
- Powered GenAI on categorizing sports video content and generating video highlights or recommendations.
- Secured a position in the top 8 among 500+ nationally participating teams in the 2024 GenAI-Star hackathon.
- 2024.01.24
Taipei, TaiwanFirst Place
TSMC IT CareerHack Hackathon
Catsera: AI Course Recommendation System based on Coursera data
- Constructed a text similarity search engine with MongoDB vector search to deliver accurate recommendations.
- Integrated GPT-4 model for intelligent course matching and study path creation by referencing Coursera data.
- Recognized as the best team out of 140+ teams nationwide in the 2024 TSMC IT hackathon.
Skills
Languages | |
C | |
C++ | |
Python | |
Go | |
Dart | |
Bash | |
CMD | |
Powershell | |
RISC-V assembly | |
Verilog |
DevOps | |
Docker | |
Kubernetes | |
Knative | |
Prometheus | |
Git | |
GitHub Actions | |
Jenkins |
Parallel Programming | |
CUDA | |
Pthread | |
MPI | |
OpenMP | |
OpenGL |
Data and Machine Learning | |
NumPy | |
Pandas | |
Pytorch | |
Scikit-learn | |
MySQL | |
Firebase | |
MongoDB |
Languages
English | |
Fluent : TOEFL iBT 110/120, TOEIC 930/990 |
Chinese (Mandarin) | |
Native Speaker |