I'm a Design Engineer. I design for the moment the AI gets it wrong, because that is what decides whether people trust it. I work end to end, from research through to the front end that ships. I partner with founders and teams who need that range without a full time hire.

NYC OTI, USA Aug 2022 - 2026
Designed AI-driven paystub verification for Child Care benefits, serving 8M+ NYC residents, as the running build the team tested every failure state on, where the AI had to be right for families.
Ministry of Health, SG Jan 2020 - Feb 2022
Led successful redesign for mobile app, a daily digital health companion for thousands of Singaporeans to make healthy living easier by staying active, eating smarter, and sleeping better.
Krungsri Auto, TH Aug 2019 - Dec 2019
Established design foundation and practices and augmented the debut launch for the mobile app, making it easy to shop, apply for, and manage financing and insurance for drivers in Thailand.

Featured work

  • User Research UX Design Usability Testing Development

    Adaptive AI Education Platform

    Adaptive domain-agnostic learning with generative AI behind a strict trust boundary. Delivers safe vetted deterministic content via auto-refilling pools without hand-authoring.

    Read Case study
    Adaptive AI Education Platform

  • Design Strategy UX Design Prototyping Usability Testing

    MyCity platform for New York City

    Serving 8M+ NYC residents via the MyCity platform, built from the ground up, driving transformation through digitization, redesign, and launching city services with AI and a global design system.

    Read Case study
    MyCity platform for New York City

  • User Research UI Design Usability Testing Design System

    Healthy 365 App redesign for Singaporeans

    iOS and Android app redesign that drove 32% adoption increase, achieving #5 rank in Health & Fitness category with 110K day-one updates and 100K daily active users.

    Read Case study
    Healthy 365 App redesign for Singaporeans
All Case Studies

Skills

  • Product strategy, discovery, and roadmapping
  • User research, market fit, and usability testing
  • Design systems and component architecture
  • Code-first builds that become the team's source of truth
  • Designing AI-native interactions and failure states
  • Production, accessible front-end engineering
  • Prompt and instruction design as product specs
  • Stakeholder management and team leadership

Tools

Design with AI

Figma, Claude Code, and the current best-in-class AI tools.
Prompt to direction

Development

React, TypeScript, Next.js, Astro, JavaScript, Python, Flask, Node, Postgres, Docker, Tailwind, Playwright.
Build to production

Platforms

Salesforce (LWC), Azure, Contentful (headless CMS), LLM pipelines (OpenRouter, structured output, evals).
Built for trust
AI writes most code, but blind trust breaks products. I direct it to design the product, set architecture, define boundaries, write tests, and verify every step. The result is not Figma flows but a real, running build, made from shared design tokens and components, that the whole team works from: what PMs demo, QA tests, engineers build on, and real users try.

Work with me

If you're an early team shipping AI that has to be right, or you've got a redesign stuck between design and engineering, that's my kind of work. I take it on contract, fractional, or as a founding team member, remote with teams across the US and beyond. Tell me what you're building and where it has to hold up.

Enhancing the reading experience with audio

Enhancing the reading experience with audio

January 21, 2025 4 mins read
Read more Discover how integrating a custom audio feature enhances content accessibility and user engagement by providing a locally hosted listening experience. Read more
A flexible and efficient system for flawless modals

A flexible and efficient system for flawless modals

January 14, 2025 4 mins read
Read more Flexible and accessible modal system minimal setup required. Built with pure JavaScript, it ensures smooth interactions and customizable configurations. Read more
Building Zero Amer with design resilience and heritage

Building Zero Amer with design resilience and heritage

January 16, 2025 22 mins read
Read more Tourism-inspired hospitality project reimagining heritage with a sustainable modern design, featuring eco-friendly amenities and thoughtful reuse of resources. Read more

No featured post available for this theme.