Projects
Deep dive →Experience
- 2026 / NowFrontend / AX & Agentic Engineer Intern
Fantopy AI · Founding Team
Designed Fantopy Orchestrator, an issue-to-draft-PR agent factory with deterministic intake, ledger, isolated worktrees, verifier, specialist review, and human authority gates. Owned product experience across Fantopy Arena (landing, creator flows, World Cup mode). Built Branding Codec and an AI memory framework (Chronicler, Corki, Memory-Scriber).
- 2025 / 2026Automation Developer
NCS · DBS Core Banking (via RiDiK)
API and integration test automation for DBS core banking (account opening, CASA, deposits) using Karate DSL and Postman. Validated business rules, transaction flows, and backend service responses against release procedures.
- 2024 / 2025Software Test Engineer Trainee
Visa · Digital Marketing (Singapore)
Pioneered an agentic-first Playwright framework with Claude Code, MCPs, and context chips. Authored the team's agentic-first development guide. Designed specialist agents (Calibrator, Debugger, Test Creator). Cut execution time up to 80% with GenAI assertions.
- 2022 / 2024Staff Assistant
Singapore Police Force
Automated end-to-end generation of 450 personalized career transition reports using ChatGPT, Python, and UIPath. Managed Financial Planning and Courses initiatives. Revitalized microsites, newsletters, confirmation emails. PowerBI and Plotly reporting.
- 2021Video Editor Intern
Easy Video
Cut footage into broadcast-ready pieces: clips, graphics, dialogue, sound effects, and music edited into a coherent, visually appealing story. Worked closely with the production team on requirements and creative direction. Assisted high-key live stream events including the One Public Service Observance Ceremony (OPSOC) and the SPF National Day Observance Ceremony.
Skills
- AI-Native
- Claude CodeCodex CLIMCPsAI SkillsAgentsSubagentsSpecialist AgentsContext EngineeringPrompt EngineeringAgent OrchestrationAgentic Workflow ArchitectureHuman-in-the-loop OrchestrationMulti-agent ReviewVerifier TaxonomyModel RoutingMemory EngineeringGenerative AI
- Languages
- TypeScriptPythonSwiftJavaRustJavaScriptHTMLCSS
- Frontend
- ReactNext.jsAstroSwiftUIElectronTauriSvelteTailwindFramer MotionGSAPMDXAngularVitePWAMapbox GL JSMotion Design
- Backend & Realtime
- Node.jsFastAPISpring BootSSETelegram BotsTelegram Mini AppsGmail APIPrivySolanaSentryLangchain
- Data
- MongoDBMySQLRedisSQLiteIntegration Testing
- Testing & QA
- PlaywrightSeleniumKarate DSLPostmanVitestUIPathTest Automation
- Tooling & Infra
- GitGitHub ActionsGitHub AutomationWorktree IsolationBranch / PR HygieneDockerDocker ComposeLinux Server AdminVercelHomebrewmacOS DistributionGhosttyTmuxQuartoVSCode ExtensionsJiraZephyr
- Product & Brand
- Brand SystemsVisual DirectionProduct LaunchStoryboardingGame DesignProduction HardeningAccessibility
- Misc
- After EffectsCinema 4DPhotoshopIllustratorPremiere ProCapCutCanvaPowerPointExcelWord
- Approach
- Systems-meets-Imagination0-to-1 Product BuildingAmbiguity NavigationRapid PrototypingTaste-level IterationTechnical EvangelismSelf-directed LearningSystemic ThinkingTechnical WritingSolo ShippingAgileScrum