About
I’m a computer science student with a background in information technology, software automation, and UX/UI design. I enjoy turning practical problems into useful tools, from Python attendance systems to web scraping and AI-powered automation. I’m currently studying computer science with a minor in business and am interested in software engineering, design, and martial arts.
Selected projects
TP Karate Attendance
ProblemTP Karate needed a way to prepare properly formatted training attendance sheets and track attendance statistics.
RoleDeveloped a Python program that accepts member and venue CSV files and generates attendance sheets and statistics.
ResultCreated attendance sheets containing training locations, dates, instructors, and attendants, with statistics for different training-day combinations.
Conversational E-Commerce Search Challenge
ProblemThe challenge required an AI shopping agent to identify a customer's hidden target product through useful follow-up questions.
RoleWorked on a Python repository for the TechJam conversational e-commerce search challenge.
ResultBuilt around the provided product catalog, labeled sessions, starter agent, and local evaluator.
Experience
ME4 C4 Expert
The Digital and Intelligence Service
Dec 2024 - Present
- Created web scraping Python scripts and AI-powered automation tools for data extraction, entry, filtering, and analysis.
- Completed Military Domain Experts Course Phase 1.
- Received the SAF Academic Scholarship (Open).
UXUI Designer Intern
Government Technology Agency of Singapore (GovTech Singapore)
Apr. 2023 - Apr. 2024
- Designed booth posters, websites, EDMs, and webpages.
- Conducted a design system audit.
- Designed a refreshed webpage for an existing product.

