Hi, I'm Leow Wei Xin

Software Engineering undergrad @ Universiti Malaya · Tan Sri Teh Hong Piow Legacy (Public Bank) Scholar
📧 [email protected] · 🔗 LinkedIn · 💻 GitHub

Applying to build at MUBA Blockchain Hackathon 2026.

---

About Me

I'm a Computer Science (Software Engineering) student who ships full products under pressure, not just prototypes. In the last year I've led or co-led four hackathon teams — winning an AI award, a 1st Runner-Up finish, and a Top-6 placing — while balancing a full course load and a scholarship. I move fast between roles: product manager one weekend, backend architect the next, frontend engineer after that. That range is what I want to bring to a blockchain build.

I'm currently an IT Intern at Etiqa Insurance and Takaful, where I get a front-row view of how a regulated financial institution thinks about trust, risk, and transaction integrity — exactly the problems blockchain is built to solve.

What I'm Good At

• Full-stack product delivery — React Native, Next.js, NestJS, Node.js, Java, C++, PostgreSQL, Redis, and Streamlit/Python across four shipped projects
• AI-agent architecture — designing multi-agent systems (forecasting, risk-scoring, negotiation agents) that make autonomous decisions, not just chat
• Trust & risk systems — building escrow flows, fraud/risk scoring, and dispute-resolution logic for fintech and insurance use cases
• Team leadership under a clock — leading teams of up to 4 through 24–48 hour build cycles with zero scope creep and on-time delivery
• Rapid learning — picking up an unfamiliar stack (a new SDK, model, or protocol) fast enough to ship a working demo in a weekend

Projects I've Built

NGAM — 1st Runner-Up, Devin × Claw Collective × Qwen Hackathon 2026

An autonomous SME procurement agent for Malaysian F&B businesses. A tri-modal agent architecture (Hermes orchestrator + Qwen reasoning engine + Streamlit dashboard) forecasts demand, screens supplier fraud risk, negotiates with vendors in three languages, and issues signed purchase orders — end-to-end from a single Telegram message in under 90 seconds. It also runs a "Price Shock Index" that flags cost spikes before they hit supplier quotes.
Telegram Bot · Hermes Agent · Qwen · Streamlit (Python) — github.com/xinweileow/ngam

ClariFi — Best AI Award, Borneo HackWknd 2026

A voice- and receipt-based expense capture app with community-powered grocery price comparison, built as Project Manager and shipped against 15 competing teams.
React Native · NestJS · Gemini 3.1 Flash Lite — github.com/FlyingShuriken/clari-fi

GigHub — Top 6 Finalist, UMHackathon 2026

A full-stack freelance marketplace with milestone-locked escrow and AI-assisted brief validation — led a team of 4 to build a responsive multi-role UI, milestone dashboards, and an automated 72-hour payment release flow. The escrow and time-locked payment-release logic here maps directly onto smart-contract design patterns.
Next.js · Node.js · PostgreSQL · Redis · Cloudflare R2 — github.com/CookingMouse/GigHub

ClaimLin — ongoing

An AI-powered insurance claims advocate helping Malaysian property owners navigate post-disaster claims: analysing policies, flagging hidden risks, calculating fair payouts, and generating dispute letters. Insurance claims are a textbook case for on-chain verifiability — provably fair payouts, tamper-proof policy records, and transparent dispute trails.
github.com/CookingMouse/ClaimLin

Why MUBA Blockchain Hackathon 2026

What I bring to the table

• A proven track record of finishing what I start: 4/4 hackathons shipped a working, judged demo, not a slide deck
• Direct, transferable experience with the exact primitives blockchain hackathons reward — escrow, milestone-based payment release, fraud/risk scoring, and dispute resolution — from GigHub and ClaimLin
• Applied AI-agent experience (NGAM) I want to fuse with on-chain infrastructure: autonomous agents that don't just recommend a transaction, but execute and settle it trustlessly on-chain
• Leadership that keeps a team scoped and shipping inside a hard deadline, proven across four separate events

What I want out of it

• My first hands-on build with smart contracts and on-chain infrastructure, backed by a team that already knows how to execute under a hackathon clock
• To test whether the escrow and trust-layer patterns I've already built off-chain (GigHub, ClaimLin) hold up — and get sharper — when rebuilt on-chain
• To learn directly from a blockchain-native community and mentor pool I don't otherwise have access to as a second-year CS student
• A shot at building something that could genuinely carry for