Finance Letter Generator Migration
Modernized legacy system for improved maintainability and achieved 95% visual similarity with legacy system
Graduating November 2026 · Negeri Sembilan, Malaysia
Software engineer · Malaysia
I like systems that people already depend on. A decade-old finance tool nobody wanted to touch, a queue of thousands of unread complaints, a road network too big to inspect by hand — I take those apart and rebuild them so they run in a browser, explain themselves, and keep working after I've gone. Most of what's here runs on a small computer in my house.
Malaysia Airports Holdings Berhad
Data & Delivery Department (Digital Development Operations)
Sepang, Malaysia · Sep 2025 — Feb 2026
Modernized legacy system for improved maintainability and achieved 95% visual similarity with legacy system
67x confidence improvement (0.87% → 58.03%) addressing severe class imbalance
100% accuracy post-migration with extensive data cleaning and CSV formatting
Also: Technical Documentation · Cross-functional Collaboration · Corporate Event Photography.
Grouped by discipline. Each row opens with the one I would show you first.
5 projects · 2023 — 2025

Migrated legacy VB.NET finance letter generator to modern Google Apps Script platform
2 projects · 2025 — 2026

Road hazards photographed by the public, classified by a fine-tuned YOLOv8 model, geotagged from image EXIF and plotted on a live map — with an admin workflow for verification, crew assignment and resolution tracking.
1 project · 2024

Flutter mobile app for managing sports court bookings at UTM
1 project · 2025
Migrated 20,923 hardware assets from Google Sheets to production freshservice system
1 project · 2023
System architecture design for campus bus tracking
1 project · 2025
Comprehensive documentation for legacy ASP.NET MVC application
Universiti Teknologi Malaysia
CGPA 3.43 / 4.00 · Johor Bahru
Kolej Mara Kuala Nerang
CGPA 4.00 / 4.00 · Kedah
Maktab Rendah Sains MARA (MRSM)
Malaysia

International Software Testing Qualification covering testing fundamentals, SDLC testing, static testing, test design techniques, and test management.
No percentage bars: a number I assigned myself isn't evidence. The projects are.
Event Crew
Glow Night Run · 2024
Head of Mastery and Demonstration Department
Persatuan Seni Silat Cekak UTM · 2023
Programming Clinic Mentor
Universiti Teknologi Malaysia · 2023
Academic Visit to Vietnam
UTM International Programs · 2024
UTMKL PPG Visit
UTM Academic Programs · 2024
An HP EliteDesk 800 G2 Mini in Negeri Sembilan running everything on this domain: Docker Compose behind Caddy, exposed through a Cloudflare Tunnel with no ports open on the router, reached privately over Tailscale. It hosts this site, HARDA, Nextcloud, uptime monitoring and a Minecraft server, and backs itself up nightly.
Happy to talk about any of this — the projects, how the homelab is put together, or something you're working on yourself.