Discovery is often treated as a formality. For me, it is a surgical process. I strip products down to their core data models and user intentions to find where logic has been compromised by visual clutter or technical debt.
The 2026 Thesis
Strategy over aesthetics.
In an era where high-fidelity visuals are generated instantly, the value of a product designer has shifted from production to deconstruction. My role is to make sure what we build is grounded in structural integrity, not just aesthetic trends.
Technical Deconstruction
Discovery becomes useful when it exposes where the product logic broke down.
Decisions are never based on intuition. They are based on the documented friction between the user's mental model and the system's architecture.
Modern Specialization
Most products do not need more features. They need a product refactor.
I specialize in identifying the UX debt that kills growth: bloated navigation, inconsistent mental models, and logic gaps in complex workflows. I take existing designs and use discovery to fix the structural failures that polished "v2.0" visuals usually hide.
UI Architecture Audit
Mapping the disconnect between technical backends and front-end logic so the product stops creating avoidable frustration.
Workflow Simplification
Reducing cognitive load in task-heavy products across fintech, health-tech, and enterprise environments.
Strategic Tooling
Human logic stays in charge, even when AI speeds up the work.
I use AI tools to accelerate low-value production work, not to outsource judgment. That lets me spend more energy on strategy, structure, and the edge cases automated tools reliably miss.
USP: The AI Auditor
Fixing design hallucinations
Modern UI is increasingly hallucinated: visually polished, but functionally broken. These interfaces can look impressive in a deck and still fail in real usage because the hierarchy, accessibility, and flow logic were never properly resolved.
I audit generated experiences to fix the uncanny valley of UI, where buttons are in the wrong place, hierarchy feels off, and the product technically exists but does not feel right to a human being using it.
The Mandate
Utility is beauty.
I do not design to make things look nice. I design to solve business problems and improve usability. If the product works properly, the aesthetics usually become clearer on their own.