I design and build the layer where people, models, and code have to agree.

01⟦Šëľëçţëđ ŵöŕķ · ·⟧

1. 01 / MDS 2.0 / FORGE

   

   MDS 2.0 / FORGE2025—26

   A design system that an AI can read

   I owned the color and component-state foundations for MDS 2.0, a 1,830-variable Figma library connected to Flutter through Code Connect. I then framed FORGE, an experimental pipeline that reduces legacy screens to structured JSON for model-assisted modernization.

   ⟦Ḿÿ šçöþë · ·⟧

   Owned the color foundation, component-state matrices, and button Code Connect mapping; framed the experimental modernization pipeline built on top.

   1,830

   Figma variables across nine collections

   Design systems/Figma Code Connect/Flutter/Design tokens/AI tooling

   ⟦Ŕëáđ ţĥë çášë šţüđÿ · · ·⟧ →
2. 02 / MIRA 2.0

   

   MIRA 2.02024—25

   Making a model's recommendation arguable

   MIRA recommends operating changes in a molybdenum leach circuit. After onsite research, I designed a review flow that shows operators the forecast, current setting, and consequence of accepting, adjusting, or rejecting each recommendation.

   ⟦Ḿÿ šçöþë · ·⟧

   Designed the operator-facing experience and information architecture; conducted onsite research at the plant. Data science and engineering owned the model and infrastructure.

   ~20%

   lower recommended fresh-ferric addition than the legacy bleed calculator

   Monitored seven-day comparison, internal tracking.

   Data visualization/Machine learning/Field research/Information design

   ⟦Ŕëáđ ţĥë çášë šţüđÿ · · ·⟧ →
3. 03 / ServiceNow employee portal

   

   ServiceNow employee portal2025

   A design system for a platform we did not control

   Employees were misrouting support tickets because the portal exposed IT's service taxonomy instead of the language people used. I led research across submitters and service teams, redesigned the catalog around request behavior, and delivered tokens and SCSS primitives platform developers could apply across ServiceNow.

   ⟦Ḿÿ šçöþë · ·⟧

   Led research on both sides of the ticket, designed the portal, and wrote the token and SCSS guidance used for implementation.

   Research/Information architecture/Design tokens/SCSS/Enterprise platform

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