Profile
AI Engineer with strong experience in deep learning. Skilled in PyTorch, Python, and end-to-end AI system development. Proven ability to deliver high-performance solutions and manage codebases in collaborative, remote settings.
Skills
Python
PyTorch
Deep Learning
Computer Vision
Machine Learning
Research & Codebase Management
Data Analysis
Linux
Deployment & Server Management
DevOps
System Administration
Collaborative Development
Git & Version Control
Problem Solving
Work Experience
AI Research Developer
MINDEF (Research Project) · Remote · 2025
Spearheaded the development and implementation of advanced AI ensemble systems as the lead developer in a year-long, high-impact AI research initiative, driving project success from concept to completion.
Engineered a novel system that significantly surpassed existing state-of-the-art benchmarks in its specific domain, achieving a measurable improvement in performance and accuracy.
Responsible for the continuous maintenance, optimization, and comprehensive documentation of the project codebase, ensuring scalability, efficiency, and future extensibility for ongoing research.
AI Research Developer
A*STAR (Research Project) · Remote · 2024
Functioned as the lead developer for a critical time series forecasting research project, managing the entire development lifecycle from data acquisition and preprocessing to model deployment.
Designed and implemented comprehensive end-to-end machine learning solutions, including advanced feature engineering, model selection, rigorous training, thorough evaluation, and robust deployment pipelines.
Proactively managed and meticulously maintained the codebase throughout the project duration, ensuring high code quality, effective version control, and reproducibility of all experimental results.
AI Trainer
Hwa Chong Infocomm Club · Singapore · 2023–2025
Conducted engaging and comprehensive training sessions on fundamental and advanced topics in Artificial Intelligence and Machine Learning for high school students, fostering a strong foundation in AI.
Developed and curated high-quality educational materials, including interactive presentations, practical coding exercises, and project-based learning modules, tailored to various skill levels.
Provided personalized mentorship and guidance to students on their individual AI projects, fostering their understanding and practical application of AI concepts, leading to successful project completion.