About
Frontend and AI engineer specializing in web development with React. My experience spans the full stack, from mobile development with React Native to backend development with Node.js and MongoDB.
I started programming with Microsoft Excel VBA in 2017 before my studies at Nanyang Business School, initially aiming for a career in finance. During my final year, I discovered my true passion for programming. I took a semester off, interned at a fintech company, and transitioned to a full-time engineering role after graduating in 2021.
Since then, I've focused on frontend and AI engineering. My work ranges from architecting scalable cross-platform component ecosystems and optimizing developer tooling and build pipelines, to streamlining workflows using AI and RAG-enhanced solutions.
TypeScriptReactReact NativeNext.jsNode.jsMongoDBSolidityAWSRAGMCPRspackMicrofrontend
AWS Certified Cloud Practitioner · AWS Certified AI Practitioner · Certified Scrum Master
Experiences
NOV 2023 - PRESENT
Software Engineer
Aquariux Fintech
- Architected a cross-platform trading application using React and React Native with a microfrontend and monorepo architecture, serving US$20B+ in trading volume across Android, iOS, and web
- Led the migration from Webpack to Rspack across projects, achieving 9× faster build times and a 10% reduction in bundle size. Conducted a company-wide tech sharing on the architectural evaluation and implementation strategy
- Engineered a multi-package UI component ecosystem for React and React Native, decoupling shared components and core utilities into reusable NPM modules to ensure design parity across web and mobile
- Developed a custom MCP server integrated with Jira and GitLab APIs to automate ticket context retrieval and AI-driven code reviews, accelerating team development velocity
- Built a Slack-integrated AI support agent using AWS Bedrock and n8n featuring thread-persistent memory and a RAG-based Knowledge Base synced via S3 for repository insights and technical troubleshooting
DEC 2021 - OCT 2023
Web Developer
TLV Fintech Solutions
- Developed and maintained the frontend for a cryptocurrency exchange and admin panel using React, owning feature delivery end-to-end in an Agile remote team
- Designed wireframes and system architectures for complex features including Crypto Travel Rule, Digital Banks, and Crypto Staking, translating stakeholder requirements into technical specifications using Figma and Miro
Projects
RecurCrypt
A full-stack recurring crypto payments platform — Stripe, but for cryptocurrency. Features smart contract-based transfers, serverless billing via AWS Lambda, and automated monorepo deployments.
Code
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Snap Cals
An AI-powered mobile calorie tracker built end-to-end with a multi-agent AI workflow — PM, builder, and QA agents with separated concerns, structured skills, and architecture docs guiding code generation across sessions.
Code
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Multiswap
Multi-chain token swapping across decentralized exchanges like Uniswap and Spookyswap. Built with test-driven Solidity development and a Next.js frontend for contract interaction.
Code
Website
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Articles
Aquariux Fintech
I Use an AI Agent to Read My Jira Tickets: Here's How (And a Workaround for Images)
How I built an AI agent workflow that reads Jira tickets with a workaround for handling images in ticket descriptions.
Snap Cals
Beyond Vibe Coding: How I Built a Full-Stack Calorie Tracking App in Under a Week
Building a full-stack app with a multi-agent AI workflow — PM, builder, and QA agents with separated concerns and structured skills.
Aquariux Fintech
Migrating from Webpack to Rspack
Why and how we migrated from Webpack to Rspack, achieving 9× faster build times and 3× less memory usage.
Aquariux Fintech
Building a Custom MCP Server for Jira & GitLab
Built a custom MCP server integrating Jira and GitLab APIs for automated AI-driven code reviews — up to 30× cheaper than Claude Code Review.
RecurCrypt
Building RecurCrypt: A Recurring Cryptocurrency Payments Application
End-to-end build of a recurring crypto payments platform featuring smart contracts, serverless billing, and automated deployments.
Multiswap
Developing Multiswap: A Decentralized Application for Swapping Multiple Tokens
Building a multi-chain token swapping dApp across decentralized exchanges with test-driven Solidity development.