AI Data Engineer Trainee
Grab
Jan 2026 - Present
Build Python features, evaluation tooling, and Model Context Protocol capabilities for an internal LLM-powered data agent used across the business.
Currently at Grab
Software engineer building AI and full-stack tools.
I graduated from NUS Computer Science in December 2025. My work sits between LLM-powered internal tools, backend systems, and product-minded engineering that makes complex workflows easier to use.
Most recently, that has meant Python features, evaluation tooling, and MCP capabilities for an internal data agent at Grab.
Selected Impact
400+
users supported by Grab's data agent
Built Python features and MCP capabilities for self-serve analytics workflows.
90%
fewer escalations at Synapxe
Shipped an internal dashboard flow that enabled independent verification.
<5 min
issue resolution time
Reduced Healthier SG support handling time from 20+ minutes to under five.
Experience
Recent roles.
Enterprise Application & Engineering Intern (Developer)
KPMG
Feb 2025 - Jul 2025
Worked on enterprise middleware with .NET and MS SQL, and improved Azure DevOps CI/CD workflows across environments.
Software Engineering Intern
Synapxe
Jan 2024 - Jun 2024
Built a full-stack admin dashboard for the Healthier SG program that cut routine escalations and sped up issue resolution.
Projects
Selected work.
Learning Buddy - AI-Powered Chrome Extension
2025
Privacy-first Chrome extension that turns highlighted text into instant explanations and revision quizzes.
JavaScript, Chrome Extensions, Built-in AI APIs
Selected work
AI Job Recommender
2025
Resume-to-job matching system built with a Two-Tower Embedding Model, contrastive learning, and FAISS retrieval.
Python, PyTorch, pandas, FAISS
External link View project
EcoPantry - Sustainable Kitchen Assistant
2025
Full-stack web app for reducing food waste by tracking pantry inventory and suggesting recipes.
React, TypeScript, Express.js, Prisma ORM
External link View project
Healthier SG Admin Repository (HSAR)
2024
Internal healthcare dashboard feature that reduced routine escalations for support engineers.
React, TypeScript, C#, MSSQL, Figma
Selected work
Writing