Wang Shang An Davis
Summary
As a final-year Data Science and AI student at Nanyang Technological University (NTU), I have developed strong analytical skills and a passion for leveraging data to drive decision-making. With hands-on experience in machine learning, AI-assisted programming, and data visualization, I am adept at uncovering insights from large datasets. I am excited to apply my technical expertise and problem-solving abilities in real-world applications.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Multi Modal fusion AI Engineer
Home Team Science and Technology Agency (HTX)
01.2024 - 05.2024
- Conducted research and development on Generative AI, focusing on diffusion models for image generation using text
- Project involves the uses of Text-To-Image, Image-To-Image, and Speech-To-Text
- Contributed as a co-author to a research paper introducing a novel pipeline for video captioning
- Led experiments to assess the accuracy of the video captioning software using the MSR-VTT dataset
Part-Time Service Crew
LiHO TEA
03.2021 - 05.2021
- Learnt how to prepare and serve 30+ bubble tea products
- Took customer orders accurately using the POS system
Part-Time Warehouse Assistant
Recruit Express Pte Ltd
02.2019 - 03.2019
- Received, stored, and distributed over 10000 products and materials
- Kept track of inventory levels and conducted regular stock checks
Education
Bachelor of Science - Data Science and Artificial Intelligence
Nanyang Technological University
Singapore05.2025
Associate of Science -
Jurong Junior College
Singapore12.2018
Skills
- Python
- Java
- C
- C
- R
- SQL
- Teamwork and Collaboration
- Problem-Solving
- Machine Learning
- GenAI/LLM
Certification
- Google Advanced Data Analytics Professional Certificate, 09/24
- Excel Skills for Data Analytics and Visualization Specialization (Macquarie University), 08/24
- Applied Social Network Analysis in Python (University of Michigan), 07/24
Hobbies and Interests
- Sports (Tennis, Pool)
- Travelling
- Karaoke
- Movies
Projects
MH3511 (Data Analysis with Computer) - A Comprehensive Analysis of Red Wine Characteristics, Nanyang Technological University, Singapore, 01/23, 05/23, Analyse the distribution of wine characteristics and their relationships with wine quality ratings, Develop a predictive model to determine wine quality based on the analysed characteristics, using appropriate statistical techniques such as t-test, ANOVA, logistic regression, Access the performance of the predictive model SC1015 (Intro to Data Science and Artificial Intelligence) - Credit Card Approval Prediction, Nanyang Technological University, Singapore, 01/22, 05/22, Determined Clients' Risk based on prediction of future defaults and credit card loans, Used machine learning models such as Random Forest, SMOTE, and XGBoost to determine Clients' credit scores, Attained an A- grade for the course, https://github.com/sivadboon/Credit_Card_Prediction
Activities
- Fuhua Secondary School Wushu, 02/13, 09/16, Welfare Officer, Planned games and activities with the rest of the committee for new members, Achieved distinction in Singapore Youth Festival (SYF)
- Fuhua Secondary School Chinese Chess Intra Competition, 02/13, 09/16, Achieved 1st place in Secondary 2 and 4
- NTU Tanjong Hall Tennis Club, 08/22, Present, Reached Top 4 in Inter-Hall games 23/24 (IHG)
Timeline
Multi Modal fusion AI Engineer
Home Team Science and Technology Agency (HTX)
01.2024 - 05.2024
Part-Time Service Crew
LiHO TEA
03.2021 - 05.2021
Part-Time Warehouse Assistant
Recruit Express Pte Ltd
02.2019 - 03.2019
- Google Advanced Data Analytics Professional Certificate, 09/24
- Excel Skills for Data Analytics and Visualization Specialization (Macquarie University), 08/24
- Applied Social Network Analysis in Python (University of Michigan), 07/24
Bachelor of Science - Data Science and Artificial Intelligence
Nanyang Technological University
Associate of Science -
Jurong Junior College
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