Cybersecurity & Digital Forensics student at Ngee Ann Polytechnic, Singapore. I build security tooling, run CTF infrastructure, and like figuring out how systems break.
|
Self-hosted GitHub bot that catches supply-chain attacks in pull requests: LLM diff review, sandboxed execution logging and entropy analysis. Black Hat Asia Arsenal 2025 · Python, TypeScript, Docker |
PCAP analyser and threat-intel dashboard that runs entirely in the browser, with optional LLM-assisted forensic summaries. Black Hat Asia Arsenal 2026 · TypeScript |
|
LLM-assisted pull request reviewer that flags vulnerabilities and writes test cases from repository context. Grew into SadGuard. HackSmith 5.0 Challenge Coin · Python, GitHub Actions |
CTFd plugin and backend that spins up on-demand, per-team challenge instances across Docker and Proxmox. Ran Hack N Flag 2025 with 400+ players · Python, CTFd |
|
On-demand OpenVPN client profiles for network challenges: a profile generator and a CTFd frontend plugin. Python, CTFd |
iOS app for Singapore bus arrivals and train disruptions, built in the Swift Accelerator Programme. On the App Store. Swift |
and more in my repositories…
Open to opportunities, research and collaboration on security tooling.



