AnDrew Stark

I design SaaS products where complex workflows, role-based access, and dense data have to stay clear. The work covers entity modeling, state design, dashboard architecture, and the interaction patterns that hold up as the product scales from MVP to enterprise.

• •Role-based UX architecture (operator, manager, admin)
• •Entity and state models
• •Dashboard and workflow design
• •Data-dense interface patterns
• •Information architecture
• •Interactive prototypes
• •Production-ready UI specs

I design and ship AI directly into the product surface, not just into the workflow. Lead classification, auto-response, recommendation engines, agentic flows. The work covers UX patterns for AI confidence and fallback, the API integration itself (OpenAI, Anthropic), and the product architecture that makes AI feel native rather than bolted on.

• •AI feature scoping and UX patterns
• •Prompt and response design
• •Confidence, fallback, and error states
• •OpenAI / Anthropic API integration
• •Recommendation and classification flows
• •Evaluation patterns (what good output looks like)

I build design systems that live in code, not just in Figma. Tokens stay synced because I write them on both sides. Components don't drift because I implement them. The system ships with a Next.js / React reference implementation, accessibility patterns, and a Figma MCP workflow that keeps design and code in lockstep.

• •Design system architecture (Figma + code)
• •Token sets aligned across both
• •React / Next.js component library
• •Accessibility patterns (WCAG AA)
• •Documentation and usage guidelines
• •Figma MCP and Cursor workflows

I design e-commerce experiences for performance and conversion, not just for visual polish. PDP, PLP, cart, checkout, multi-market localization, and the Core Web Vitals work that makes mobile actually fast. Shopify and Contentful experience, headless setups, and a feel for the tradeoffs that move conversion.

• •PDP / PLP / cart / checkout design
• •Mobile-first responsive system
• •Multi-market localization (currency, sizing, hreflang)
• •Core Web Vitals plan and budgets
• •A/B testing setup and patterns
• •Shopify / Contentful integration design

I lead design without managing an org chart. Set direction, raise the quality bar, mentor, ship. Best fit for Series B/C teams that need senior design judgment without adding a manager headcount. I stay hands-on across Figma, code, and AI workflows.

• •Product UX direction and roadmap
• •Design review and quality bar
• •Mentoring without managing
• •Design + engineering process design
• •AI workflow integration for the team
• •Stakeholder alignment