Working with AI

My workflow is still evolving. New tools show up constantly, and part of my job is figuring out which ones actually make the work better :D

AI Research

I use AI to gather context fast, connecting different MCPs to surface drop-off points and behavioral patterns in the data, giving me a much clearer starting point.

ClaudeNotebook LLMAmplitude (via MCP)LogRocket (via MCP)

AI Ideation

I start by mapping the core logic myself, then use AI to stress-test it. Through ongoing conversation with AI, I challenge my assumptions, explore variations, and work through edge cases until the flow holds up. From there, I generate a flowchart to align with stakeholders early.

ClaudeFigJam (via Claude)

AI Prototype

I build key screens in Figma, then turn them into working prototypes I can test on a real device. This allows me to quickly test ideas and validate interactions early, reducing ambiguity and enabling a smoother handoff to engineering.

Claude CodeCursorCodexExpoSimulatorFigma (via MCP)

AI Testing

I developed a QA system from scratch—a structured set of design rules covering layout, spacing, and component behavior, along with a checklist for review. At the end of each release cycle, I run the implementation against spec and get a clear list of what needs fixing.

Claude Code

AI Playground

Follow any thread

Select any part of an AI response and branch off into a side conversation. A side thread opens up so you can go deeper, without losing the main conversation.

During my nearly three years at a digital agency, I worked on a range of client projects, from launched products to early-stage proposals.

Led the redesign of a mutual fund investment platform.

Led the redesign of a mutual fund investment platform.

Launched2021–2022
Worked on early-stage proposals and 0→1 MVP design for a travel planning experience.

Worked on early-stage proposals and 0→1 MVP design for a travel planning experience.

Launched2022
Led UI, interaction, and motion design for an automotive voting platform.

Led UI, interaction, and motion design for an automotive voting platform.

Launched2022
Designed and shipped new features for an e-payment wallet.

Designed and shipped new features for an e-payment wallet.

Launched2020–2021
Designed a seasonal campaign experience for an e-payment wallet.

Designed a seasonal campaign experience for an e-payment wallet.

Launched2021
Designed a concept for an interactive physical-digital experience.

Designed a concept for an interactive physical-digital experience.

Proposal2021
Designed a mobile app concept for a high-end Japanese restaurant.

Designed a mobile app concept for a high-end Japanese restaurant.

Proposal2022