ABOUT ME
A graduate student majoring in information management with 1+ years as a cybersecurity researcher. As a problem-solving enthusiast, I have always been eager to meet new technical skills, where I can learn new things and feed my curiosity.I got myself into AI and Big data in my master degree. As the Data Scientist, I am able to extract the insight knowledge from the datasets. Besides, as a four-language speakers, my previous experience made me more open-minded and broaded my international vision. I would like to share my knowledge and experience, also would love to hear yours! Welcome to contact me!!
EDUCATION
National Taipei University Information Management | Master
2021.02-2023.02
- Profession : AI, Natural Language Process ( NLP), Data Analysis, Fintech
- Thesis: KamKG: Financial Knowledge Graph Completion from Key Audit Matters
- Teacher Assistant & Research Assistant (Research Project)
- AWS User Group in NTPU Assistant and Lecturer
- iFit Lab MIS
- GPA: 3.92/4.0, Average: 94
Tamkang University International Business (Full English) | Bachelor
2016.09-2020.06
- GPA 3.6/4.0
Universidad de Murcia (Spain) Administracíon y Direccíon Empresa | Exchange
2018.09-2019.06
WORK EXPERIENCE
Research Assistant (Project-Based) | NTPU
2021.02-2023.01
Detailed project description refer to Research Project
- Apply AI Technology for Constructing Knowledge Graph of Cryptocurrency Anti-Money Laundering: a Few-shot Learning Model (MOST)
- Enhance the Performance of Corporate Sustainability and the application of AI in the assessment (NTPU Sustainability Development Research Center )
- ESG Information Disclosure and Cloud Architecture for XBRL Application (Accounting Research and Development Foundation)
- ESG Social Goods label Detection
- AWS service lecturer of the faculty community of AWS User Group in NTPU
Cybersecurity Researcher | KPMG 2021.07-2022.06
- Investigation Report: 2022 Taiwan Cyber Risk Report
- Use external tools to collect data and evaluate the company’s cybersecurity risk exposure. Focus on Cybersecurity research and data analysis
- Conduct Web3.0 cybersecurity research report
- Conduct Zero-trust Architecture Research based on U.S. DOD
- Information System Audit Report Assistance
Intern | OrangeTek (UK) 2017.07-2017.08
- Conduct the Market Research
- Contact customers
- Document translation (English and Chinese)
SKILLS
➤ Programming : Python, My SQL, HTML/CSS, R, C
➤ Python: Numpy, Selenium, Tensorflow, Pytorch, Pandas,
➤ AI, ML/DL, NLP
➤ K8s, Dockers
➤ ShellScript
➤ AWS Service: EC2, VPC, Sagemaker, RDS, Lambda etc.
LANGUAGES
- Chinese ✦✦✦✦✦
- English ✦✦✦✦✦
- Spanish ✦✦✦
- Portuguese ✦✦✦
PUBLICATIONS
✶Conference publications
- Yung-Wei Teng, Min-Yuh Day, and Pei-Tz Chiu, “Text Mining with Information Extraction for Chinese Financial Knowledge Graph”, The 13th International Workshop on Mining and Analyzing Social Networks for Decision Support (MSNDS 2022), in Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2022), Istanbul, Turkey & Virtual (Hybrid), November 10-13, 2022. [PDF]
- Min-Yuh Day, Pei-Tz Chiu, Yung-Wei Teng, and Chao-Lin Liu (2022) “Developing Relation Types of Cryptocurrency Anti-Money Laundering Knowledge Graph”, IEEE EM-RITE 2022, August 9 - August 11, 2022, Taking Place Virtually.[PDF]
- Yung-Wei Teng, Pei-Tz Chiu, Ting-Yun Hsiao, Mike Tian-Jian Jiang, and Min-Yuh Day (2022), “IMNTPU at the NTCIR-16 FinNum-3 Task: Data augmentation for financial Numclaim classification”, in Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-16), Tokyo Japan, June 14-17, 2022.[PDF] [POSTER]
- Ting-Yun Hsiao, Yung-Wei Teng, Pei-Tz Chiu, Mike Tian-Jian Jiang, and Min-Yuh Day (2022), “IMNTPU Dialogue System Evaluation at the NTCIR-16 DialEval-2 Dialogue Quality and Nugget Detection”, in Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-16), Tokyo Japan, June 14-17, 2022.
HONOER & AWARD
2022
- Oral Presentation Award in FinNUM-3 in NTCIR-16, Tokyo, Japan (Site)
- Poster Presentation Award in FinNUM-3 in NTCIR-16 , Tokyo, Japan
- 1st Place in Analysis Report Chinese sub-task in FinNUM-3 Task in NTCIR-16
2021
- Data Station Enterprise Data Analysis (Taiwan Business Bank)- 2nd place (Site)
CERTIFICATIONS
- AWS Cloud Practitioner (CPE)
- Level C technician for International Trade Management
- TOEIC 910
- DELE B1 (Spanish)
Courses
- AWS Academy Graduate - AWS Academy Data Analytics
- AWS Academy Graduate - Associate Architecture
- iPAS Cybersecurity (Medium Level)