Selected Work
Systems built, decisions owned, outcomes delivered.
SOGSC Connect
Official Mobile App — OGSE Sabah 2026
What it is
The official iOS and Android companion app for OGSE Sabah 2026 — the Oil & Gas Services & Equipment Conference & Exhibition, held 4–6 June 2026 at the Sabah International Convention Centre. Stakeholders include PETRONAS, Shell, ConocoPhillips, and regional operators across the energy sector.
Conference schedule
Full programme browsable at a glance. Sessions colour-coded by type — keynotes, panels, workshops, ceremonies — with a live indicator showing what's happening right now. One-tap bookmarks and direct calendar export.
Networking
Attendee directory with real-time private chat — no phone number exchange, no business cards. Exhibitors get a personal QR code on their profile; scanning it drops you straight into a 1-on-1 chat with them, replacing the traditional booth handshake.
Entry & access
Event entry QR code lives in the app, full-screen and ready to scan at the door. No printed badge, no digging through confirmation emails.
Auth
Passwordless. Email plus a 6-digit OTP — that's it. Session persists across restarts.
The constraint
A live, multi-day industry event with no margin for post-launch fixes. Real-time messaging, QR scanning, calendar sync, and attendee access all had to work correctly from the moment doors opened on June 4.
malaysiatravel.com
National Tourism Platform — Amazing Borneo / Malaysia Travel
The platform
Malaysia's national B2B2C multi-operator booking platform — tours, attractions, accommodation, and transport in one place. Backed by Amazing Borneo: 500,000+ travellers served, $15.5M annual operation, 20 years in market, UNESCO Global Geopark partner, endorsed by Visit Malaysia 2026. Live and running.
The challenge
Extending a running production system from single-state coverage to national scale. The problem isn't building from scratch — it's that Sabah's supplier density, booking patterns, and user acquisition dynamics don't map cleanly to the rest of Malaysia. Every architectural decision has to be made without breaking what's already live.
MCP architecture
Building MCP (Model Context Protocol) infrastructure so the platform is addressable by AI agents and LLM interfaces before traditional search-driven discovery becomes irrelevant. Most tourism platforms will retrofit this under pressure. This one won't have to.
Status
Live nationally. Expansion and AI infrastructure ongoing.
Live at
malaysiatravel.com
National Cybersecurity Infrastructure
MIMOS Berhad — Malaysian Government
Client
MIMOS Berhad — Malaysia's national security and ICT R&D institute, under the Ministry of Science, Technology and Innovation.
The brief
Implement Malaysian-origin encryption algorithms — developed by MIMOS — into Bouncy Castle, the world's most widely deployed open-source security library. Used by banks, governments, and enterprises globally in Java and C# applications.
What this means
Malaysian government-grade encryption is now available as a standard option in the security toolkit used by most of the world's enterprise developers. The implementation required porting the algorithm from C to Java — a non-trivial translation involving memory model differences, type system constraints, and preserving cryptographic correctness throughout.
Signal
Government-commissioned. Deployed in global infrastructure. One implementation, zero defects permissible.
Pentas.IO
Malaysia's Largest NFT Marketplace
Stack
Next.js, Django REST Framework, BNBChain, Tezos
Context
Two engineers — myself and the CEO. Full-time student. No established web3 authentication patterns in the market. Launched and held the position as Malaysia's largest NFT marketplace.
What I owned
User authentication architecture, designed from first principles before web3 auth libraries were production-mature. Twitter API identity verification as the primary trust layer for creator accounts. Bot attack mitigation under live conditions — a coordinated attack hit the platform on day two of launch; diagnosed and deployed the fix while the platform was live and under active assault. Search and query optimisation at production scale.
What I'd do differently
I would have pushed harder for Ethereum despite the gas cost argument — the long-term ecosystem depth wasn't on BNBChain. I proposed a two-way transaction sync layer for cross-chain consistency that got deferred. I also suggested XRP as a secondary contract target, which the team didn't pursue. The architecture needed more chain-agnosticism built in from day one.
Enterprise Automation
SimplifyNext — Singapore & Malaysia
Clients
CapitaLand, Epson, Sapura Energy, sgActive, and others across Singapore and Malaysia.
Stack
Python, UiPath, OutSystems
Procurement
End-to-end workflow automation for purchase orders, invoices, and goods receipt notes — removing manual handoffs from high-volume procurement cycles.
HR automation
A staff benefit proration problem at a major enterprise — S$100B+ in assets, operations across 40+ countries — that had been assigned to two external vendors and remained unsolved for over a year. The logic involved prorating benefits across partial employment periods, variable contract types, and cross-entity payroll structures at scale. Two professional vendors couldn't ship it. I solved it.
Pattern
Problems that appear administrative but are architecturally harder than they look. The difficulty is always in the edge cases at scale, not the happy path.
Research & Academic
Published work, international research, applied AI.
Published
Transformasi Mobiliti Bandar: Pelan Naik Taraf Rangkaian Bas Bersepadu Kota Kinabalu, Sabah
Data-driven urban transit planning — a network upgrade proposal for Kota Kinabalu's bus system.
Access and Equity to Employment for the Autistic Community
Employment accessibility research across organisations.
Exchange
Ehime University, Japan — research exchange
Focused on Transformer and Attention models — the foundational architecture behind modern LLMs — before they became mainstream.
Applied AI
Recommendation systems and user behaviour modelling
Data analysis work across multiple organisations, focusing on user authenticity and preference signals.
LLM tooling and workflow automation training
Delivered workshops on ChatGPT usage and n8n automation to enterprise and SME teams.
Public Roles
Emcee, NANOSEC Cybersecurity Conference — 2018, 2019, 2020. Three consecutive years at Malaysia's national-tier cybersecurity event. They kept calling back.
Moderator, “Crisis on Track: What needs to be done” — a public forum on urban public transportation.
Competitions
Champion — ASiD Debate Competition
Champion — ASiD Battle of Programmers
Education
Bachelor of Computer Science (Artificial Intelligence), Honours with Distinction — University of Malaya, 2022. CGPA 3.73. Awarded the University Book Prize.
Intern, Khazanah Nasional Berhad — Malaysia's sovereign wealth fund, 2020.