Resume
Research Interests
Quantum Computing and AI
Exploring the intersection of quantum computing and AI, focusing on quantum machine learning algorithms and their applications.
Computer Vision
Researching advanced computer vision techniques for autonomous systems, with particular focus on object detection and real-time processing.
Large Language Models
Exploring advanced architectures and training methodologies for LLMs, with particular interest in improving model efficiency, reasoning capabilities, and real-world applications.
AI Model Protection
Investigating techniques for safeguarding AI models against attacks and unauthorized access, with focus on watermarking and robustness against model extraction.
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