Resume
Research Interests
Quantum Computing and AI
Recommender Systems
Computer Vision
GPU Acceleration in AI
AI Model Protection
Large Language Models
Experience
September 2025 - April 2026
Research Intern - Deep Learning for Image Super-resolution and Denoising
A*STAR Research Internship Award (ARIA)
Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R)
Singapore
September 2024 - December 2024
Research Student on AI Model Protection
Singapore Institute of Technology
Singapore
- Researched on protecting deep neural networks against model extraction attacks, with a focus on improving security and robustness of AI models.
- Conducted comprehensive literature review analyzing current AI model protection techniques, focusing on model watermarking, adversarial robustness, and defense mechanisms against model extraction attacks. Primary areas included box-free model vulnerabilities and watermarking methodologies for neural networks.
- Implemented and evaluated a UNet model for brain MRI segmentation as a test case for model extraction vulnerability analysis.
October 2021 - August 2023
Admin Support Assistant
Ministry of Defence of Singapore
G1-Army, Requirement & Allocation branch
- Automated data processing & visualisation in PowerBI and Excel
- Maintained & updated VBA scripts for automated data cleaning
- Extraction and cleaning of data for analysis to draw insights
September 2020 - February 2021
Digital Learning Intern
Lee Kong Chian School of Medicine
Novena, Singapore
Enhancing Medical Education Through Art, Design and Media
- Boosted test scores 20% through custom e-learning solutions
- Digitized and optimized medical reference materials via Google Sites
- Developed medical content through stakeholder collaboration
- Created medical storyboards, 2D/3D illustrations, and animations
- Produced educational content using Adobe Captivate
- Designed and developed healthcare-focused educational games
Education
2023 - Present
Singapore Institute of Technology
Singapore
Undergraduate
Applied Artificial Intelligence
Overseas Immersion Programme 2024 - Da Nang, Vietnam
- Developed AI models for DeepGlobe Land Cover Classification, achieving high accuracy in segmentation tasks
- Won Best Accuracy of Model award in FER-2013 dataset hackathon, demonstrating proficiency in emotion recognition
- Machine Learning
- Mathematics 1 & 2
- Data Structures and Algorithms
- Introduction to Computer Systems
- Programming Fundamentals
- Data Engineering and Visualization
- Ethics and Professional Conducts
- Computer Vision and Deep Learning
- Large Language Model
2018 - 2021
Singapore Polytechnic
Singapore
Diploma
Information Technology
Activities and societies
- Vice President of Singapore Polytechnic Infocomm Club (2019 ~ 2020)
- Represented Singapore Polytechnic in the CDIO Academy 2019 [Aarhus, Denmark]
- Artificial Intelligence & Machine Learning
Professional Skills
Machine Learning
Deep Learning
Computer Vision
Natural Language Processing (NLP)
Large Language Models (LLMs)
Artificial Intelligence
DevOps (Docker)
Software Engineering
Version Control (Git)
Languages
Python
C#
R
TensorFlow
PyTorch
LaTeX
Google Professional ML Engineer
Google Advanced Data Analytics
Google Business Intelligence
WQU Applied Data Science Lab
AI4I® – Proficiency in AI
AI4I® – Foundations in AI