work

Systems, information, tools. In practice.

Enterprise design systems, a multi-year research program and tools built from my own practice. Each case study covers my contribution, key decisions and what remains to be validated.

Three projects, three ways of working

Design Systems · 2026

PIM design system for a luxury maison

A Figma component library derived from 13 approved screens, with semantic tokens, explicit states and automated checks for developer handoff.

Conceptual map · components linked to semantic tokens

My contribution: I translated 13 approved screens into the token architecture, component library and automated verification scripts.
Results and scope: A file-wide audit caught raw colours in 35 icon masters: a defect invisible by eye that propagated to their instances.

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UX Research · 2026

CBDC research: a qualitative and quantitative system

A multi-year research program connecting interviews, usability tests and multi-market surveys, with automated recruiting, assisted coding and reporting.

Conceptual map of the research workflow; no client findings are shown.

My contribution: As research lead within a wider design, product and client team, I designed the methodology, moderated tests and built recruiting, coding and reporting workflows.
Results and scope: Three automations in daily use support recruiting, first-pass coding and survey reporting. Research design, review and interpretation remain manual.

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AI Tools · 2025

qlaude: AI-powered qualitative coding

A qualitative coding tool that connects AI suggestions to source passages and a codebook, with researcher review before acceptance.

Conceptual map · excerpts, codes and interpretations

My contribution: I designed the research workflow and built the application, codebook editor and scoped AI interactions.
Results and scope: A suggestion carries an exact passage, a code and an explanation. The researcher can inspect the interpretation before accepting it.

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