Machine Learning
Machine Learning Evaluation Checklist
A lightweight checklist for comparing models in product settings.
Read postSoftware Engineer · NUS Computer Science
I build full-stack products, AI-powered testing systems, and developer infrastructure for fast-moving engineering teams.
Internships across full stack engineering, AI-powered testing systems and developer infrastructure
2026
TikTok
Built AI-powered testing frameworks and internal productivity tooling.
2025
Synapxe
Worked across healthcare full-stack and computer vision products.
2023
Razer
Created testing infrastructure and automation for device workflows.
What I am actively exploring and shipping now.

Latest learning notes on systems and engineering topics.
Machine Learning
A lightweight checklist for comparing models in product settings.
Read postDistributed Systems
Retry logic only works safely when APIs are designed for idempotent behavior.
Read postOperating Systems
How fairness, throughput, and latency interact in practical schedulers.
Read postTechnologies grouped by projects and practical use-cases.
Full-stack platform for learning Singapore Sign Language with real-time feedback.
Desktop patient management application focused on reliability and testability.