Education
National Yang Ming Chiao Tung University (NYCU) Hsinchu, Taiwan
M.S. in Computer Science and Engineering Sep 2019 - Jul 2021
Cumulative GPA: 4.25/4.30
Thesis: Automatic Citation Text Generation with Citation Intent Control
Selected Coursework: Network Programming, Natural Language Processing, Deep Learning and Practice
National Sun Yat-sen University (NSYSU) Kaohsiung, Taiwan
B.S. in Computer Science and Engineering Sep 2015 - Jun 2019
Cumulative GPA: 4.11/4.30
Selected Coursework: Data Structure, Algorithm, Operating System, Networking
4 Academic Excellence Awards (Awarded to top 5% of students)
Selected Projects
Automatic Citation Text Generation with Citation Intent Control
- Built a deep learning model to automatically generate citation texts satisfying the specified citation intent. (Tools: Python, PyTorch, Transformers)
- Developed a Demo website that supports feedback feature using Django.
Multi-Label Movie Genre Classification
- Built a deep learning model to predict the genres of the movie using multi-modal data. (Tools: Python, PyTorch, NLTK, Pandas, Transformers, requests, gensim)
- Planned the workflow of the project and collaborated with 3 team members.
HTTP Server and CGI Program
- Implemented a simplified HTTP server and a Common Gateway Interface (CGI) program which enables the communication between the web server and the application server and generates web pages dynamically. (Tools: C++, Boost.Asio)
SOCKS4 Proxy Server
- Implemented a SOCKS4 proxy server with a simple firewall mechanism and supporting HTTP and FTP connections. (Tools: C++, Boost.Asio)
Speech Emotion Recognition System
- Built a system that can recognize your emotion with few seconds of sound recording and recommend some music on Spotify based on your emotion. (Tools: Python, PyQt5, Scikit-learn, NumPy, Pandas)
TCP over UDP
- Implemented TCP mechanisms such as data transmission, congestion control, flow control, delayed ACK, and SACK over UDP transport protocol. (Tools: C++, Pthread, Multithreading)
- Surveyed and read IETF RFC specification to implement TCP SACK mechanism.
Work Experience
Research Assistant (part time) Sep 2020 - Dec 2020
Institute of Information Science, Academia Sinica, Taiwan
- Surveyed and implemented NLP related papers.
Teaching Assistant Mar 2020 - Jun 2020
National Chiao Tung University
- Designed and tested a programming assignment (simplified BBS application) for 100+ students. (Tools: Python asyncio, SQLite, Amazon S3, Shell Script)
Internship Jul 2019 - Aug 2019
Information and Communication Research Lab, Industrial Technology Research Institute, Taiwan
- Surveyed and planned the integration of GIS platforms.
Extracurricular Activities
Cathay Big Data Competition Oct 2019
- Collaborated with 3 Lab members to do the data analysis and build machine learning models to predict if a customer would buy the insurance. (Tools: Python, Scikit-learn, XGBoost, NumPy, Pandas, Matplotlib, Seaborn)
- Gave a presentation to the industry experts.
Skills
- Languages: Mandarin Chinese (native); English (intermediate)
- Technical skills: Python, Django, C/C++, Bash shell script, SQL, HTML, Linux, Socket Programming, Git, PyTorch, Scikit-learn, Pandas, NumPy, Transformers, PySpark
