Portfolio

Aaron Cabrera

AI Systems & Product Designer

I build token governance systems ( DESIGN.md, Paper MCP, Cursor) and lead product design for high-traffic consumer web/mobile apps and enterprise software.

Now · Senior UX/UI Designer at Partners Group

Selected work

Featured projects

View all projects →

01 →

AI Token Governance & Vibe-Code Audit Engine

Stop LLM UI drift with DESIGN.md contracts, Paper MCP, and a human-in-the-loop /audit triage flow.

0 Token Drift Human-in-the-Loop Triage

DESIGN.md Paper MCP Cursor React Node

02 →

AI-Powered CV-to-Portfolio Builder

Turn a messy CV and a mood photo into DESIGN.md tokens and a themed, publishable layout.

Zero-Jargon Theme Engine Generative UI Logic

AI UX Patterns Token Mapping Generative UI Paper.design

03 →

Cebu Pacific Air: Customer Products & Ground-Up Design System

Building the airline's design system from scratch while leading UX across high-traffic web, mobile app, and airport kiosk touchpoints.

+15% User Satisfaction +3% Conversion Rate

Design Ops Figma Storybook Zeroheight Usability

04 →

Partners Group: Enterprise Workflow Optimization

Dense financial ops software: multi-role permissions, heavy data tables, less cognitive load.

Complex Domain Logic Workflow Optimization

Enterprise UI IA Workflows Internal Tools

Capabilities

Core expertise

01

AI-Native Systems Architecture

DESIGN.md contracts, Paper MCP, and Cursor workflows so generated UI stays on tokens and human review.

DESIGN.md Paper MCP Cursor

02

Enterprise Workflow Optimization

Turn dense domain logic into multi-role interfaces people can actually finish work in.

Domain Logic Internal Tools IA

03

Scalable Design Ops & UI Leadership

Design systems, token sync, and usability practices that keep product and engineering aligned.

Design Ops Systems Leadership