鄧詠薇 Yung-Wei Teng 

Profile 

👤 Name : Vivian

🎂 Birthday : 1997.06.05

📱 Cellphone : 0939320107

📧 Email : [email protected]

📍 Address : Xindian, New Taipei City

🏫Currently : Graduate student, National Taipei University

LinkedIn : www.linkedin.com/in/yung-wei-teng-vivian

A passionate machine-learning graduate Student with 1+ years in a cybersecurity service company. Seeking a position that can combine my profession in AI technology, intern experience, and language ability. Excited to implement data mining skills in the cybersecurity domain. Besides, as a four-language speaker, I have experience studying abroad which developed my soft skills in communication, the ability of problem-solving, and cooperation. With the aforementioned soft skills, Our team got awards for both oral and poster presentations at NTCIR 16 Conference in Tokyo in June 2022. 

Education

 Graduate Institute of Information Management |  Master Degree                              2021.02-2023.01

National Taipei University                                                 

  • Profession: AI, Natural Language Process ( NLP), Data Analysis, Fintech
  • First Place in the class

 International Business Department (Full English Program) |   Bachelor's Degree       2016.09-2020.06

Tamkang University                                                                                                                             

  • Domain: International Trade

 Administration and Business |   Exchange  Program                                              2018.09-2019.06 

University of Murcia, Spain                                                                                                                

Publication 

  • 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.
  • 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.

Honors and Awards

NTCIR-16 Conference, Tokyo, Japan                                                                                        2022.06

  • Oral Presentation Award at FinNUM-3
  • Poster Presentation Award at FinNUM-3
  • 1st Place in Chinese Analysis Report sub-task at FinNUM-3 Task

Data Station Enterprise Data Analysis (Taiwan Business Bank)- 2nd place                                   2021.11

Job Experience

Researcher |  Cybersecurity Services                                                                           2021.07-2022.06

KPMG Taiwan

  • Investigation Report: 2021 Cyber Risk Exposure in Taiwan(Soon to be released)
  • Use external tools to collect data and evaluate the company's cybersecurity risk exposure.  
  • Focus on Cybersecurity research and data analysis
  • Writing cybersecurity report on Metaverse and Web3.0
  • LineBot Development
  • Research of Zero-trust Architecture and The Trend and Challenge of Digital Transformation for Securities Companies.
  • Information System Audit Report assistance

Intern                                                                                                                        2017.07-2017.08

OrangeTek,UK

  • Contact customers and arrange meetings
  • Document translation

Research Experience

ESG Information Disclosure and Cloud Architecture for XBRL Application                       2022.02-2022.06

  • The project is held by the Accounting Research and Development Foundation and National Taipei University.
  • Use AWS service to construct the cloud architecture for the XBRL application.  
  • Present the research at the 2022 ESG Summit 

Apply AI Technology  for Constructing  Knowledge Graph of Cryptocurrency Anti-Money Laundering: a Few-shot Learning Model                                                                                                2022.01-2022.12

  • Use the Court's Judgement of cryptocurrency as the dataset to construct the Knowledge Graph of Cryptocurrency Anti-Money Laundering
  • Use the AI model to identify the entities and relations of the Court's Judgement in Taiwan and analyze it. 

Deepen Corporate Sustainability: Enhance the Performance of Corporate Sustainability from AI, Financial and Strategic Perspective                                                                                 2022.01-2022.12

  • AI for Corporate Sustainability Assessment and Cross-Language Corporate Sustainability Report Generative Model
  • Build a cross-language generative model to generate an ESG report automatically with the sustainability assessment result.

Corporate Sustainability: Motivation, Value Relevance, and the Application of AI in the assessment

                                                                                                                                       2021.02-2021.12

  • An application of Artificial Intelligence in corporate sustainability assessment
  • Collect the ESG information from open data and use machine learning approaches to evaluate the ESG assessment result.
  • Collect the ESG information via the Government Authority website such as the Ministry of Labor to establish the ESG database.
  • Build a Data Extraction pipeline for the ESG assessment
  • Build and Maintain the data mining source code for the automated evaluation

Activities

  1. Teacher Assistant of EMI course (Course name: AI for Text Analytics)
  2. Events organizer and lecturer for the faculty community of AWS User Group NTPU 
  3. Referee Assistant of National Cloud Computing Competition by Ministry of Labor

Skills

  • AI Artificial Intelligent Programming
  • Natural Language Processing (NLP)
  • AWS Service
  • FinTech
  • Cybersecurity Research
  • Cybersecurity Analysis
  • Big Data Analytics
  • Shell Script
  • Docker

Languages


  • English 
  • Spanish 
  • Portuguese

Programming


  • Python
  • Html
  • My SQL
  • Tableau

Certificate


  • TOEIC 910
  • DELE B1
  • AWS  CLF
  • Level C technician for International Trade Management
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