Staff-level product designer with 16+ years building tools people trust. At Atlassian, I design AI usage, metering, explainable customer intelligence, design systems, and agentic workflows for enterprise-scale products.
These case studies cover AI intelligence, platform infrastructure, and data products—from early product definition through systems that now scale across Atlassian.
I'm a product designer focused on the messy, high-stakes surfaces of AI-native and enterprise software: pricing and metering, explainable intelligence, design systems, and the tooling teams use to ship. Sixteen-plus years across Atlassian, GitHub (Gitalytics), and Wizeline.
Accessibility isn't a checklist for me; it's a quality bar. I treat WCAG AA as the floor and design systems as the mechanism that makes good defaults unavoidable. Lately I've been building agentic design tooling — Figma MCP, Claude Code, Replit Agent Skills — to compress the distance between intent and shipped UI without losing human agency, review, or craft.
| CLASSIFICATION | AI PRODUCT DESIGN · COMPLEX SYSTEMS |
| SPECIALIZATION | AI explainability · Human control · Usage-based pricing UX · Agentic workflows · Enterprise trust |
| TOOLCHAIN | Figma MCP · Figma Agents · Claude Code · Codex · Replit Agent · Rovo Dev · Claude Agent SDK |
| EXPERIENCE | 16+ years · Atlassian, GitHub (Gitalytics), Wizeline |
| CURRENT R&D | MCP-powered design workflows · AI critique loops · Design-to-code automation · Agent handoff patterns |
| TARGET DOMAIN | AI-native products · Developer tools · Design infrastructure · Enterprise SaaS |
The hard part of AI product design is not only the model. It is the interaction contract: what the system knows, what it can explain, when it should act, when it should ask, and how people stay in control when software starts behaving less like a tool and more like a collaborator.
I'm especially interested in designing AI products that move people from intent to outcome while preserving agency, clarity, and trust.

Born and raised in Guadalajara, changing the world from San Francisco.