Case Studies & Evaluation Thinking
Real-world UX solutions built on structured analysis, accessibility standards, and strategic implementation.
UX Systems Design
Structured visual systems, Information Architecture frameworks, and evaluation-driven UI aligned to measurable UX standards.
Learn MoreStructured Evaluation & Web Analysis
Identifying what breaks, why it breaks, and how to fix it — across devices, standards, and user contexts.
View ProjectsStrategic Content Mapping
Content clarity aligned to user journeys and business goals.
Explore Content MappingCase Studies & Measured Outcomes
I document exactly how identifying design shortcomings leads to better performance.
Read Case Studies
Built Because Standard Audits
Miss the Real Problems
"A successful web design brings many elements together to achieve a site with a good user experience. It breaks when design issues become noticeable by the user. CEWQI focuses on 16 characteristics — but unlike unilateral audits, it looks at the whole, catching problems that might otherwise go unnoticed."
See How It Works →
6-Dimension Framework
- Structural Integrity
- Visual Hierarchy
- Accessibility
- Usability Friction
- System Cohesion
- Visual Design
A Real Client.
A Problem I Couldn't
Solve Any Other Way.
"There were too many problems to explain in conversation. I needed a system."
A small business owner asked me to help grow his online presence. When I evaluated his website, I found problems in every layer — structure, accessibility, usability, visual design. It would have been difficult for me to communicate so many complexities in one sitting.
I needed something that could grade each category independently, show relative severity, and give a client a clear picture of where to focus. So I built CEWQI: an AI-assisted framework that delivers clarity faster than any manual audit could.
The goal was to give them the information they needed to make smart decisions — even if they hired their own design team.
See It In Action →
Participant Lynn in moderated usability testing with hand-drawn wireframes.
The client is left with solid infomration about their sites to show them exactly what needs attention and why.
See the Full CEWQI Methodology →What I do
UX Systems Architecture
I design structured digital systems grounded in usability research, information architecture, and measurable UX outcomes. Interface hierarchy, user flows, and interaction patterns are intentionally built to align user needs with business objectives.
UX Systems Architecture
Before a single pixel is placed, I map out how everything fits together — page types, navigation paths, component behaviors, data flows. This isn’t wireframing. It’s engineering the user’s journey so nothing surprises them.
When the architecture is solid, the user never notices the work. They just move, click, read, and complete tasks without thinking. That’s the goal.
Brand Identity & SEO
Good design is about more than visuals — it’s about visibility. I align brand identity, messaging, and search structure so your digital presence is cohesive, discoverable, and positioned for sustainable growth.
Search Engine Optimization is a buzzword you’ll hear often without much clarity. Many businesses know it benefits them, but don’t actually understand what goes on behind the scenes to make a site stand out. I help clients see the basics—what actually moves the needle—without pushing a full strategy they’re not ready for
Content Strategy
Clients are the best stewards of their brand. They spend months, sometimes years, shaping it into something that truly fits who they are as a business. There are occasions when clients supply me with content that doesn’t match their expectations. That’s when I step in to help them see where the content drifted from their vision and gently reshape it — without rewriting their voice.
Accessibility & Compliance
Good design is about more than compliance — it’s about inclusion. I integrate WCAG standards, readable typography, and structured navigation so interfaces are usable, resilient, and accessible across abilities and environments.
Why Accessibility Audits Matter
Accessibility isn’t just about following rules — it’s about people. Clear text, strong contrast, and simple navigation make your site easier for everyone to use. Accessibility also strengthens trust and opens your business to a wider audience.
ADA & WCAG Compliance
Good design includes accessibility. I provide guidance and practical steps to improve usability for everyone — clearer text, better contrast, simpler navigation. For full legal compliance, specialized firms go deeper. But I make sure your site is on the right track.
Inclusive Design Consulting
I work with businesses to integrate inclusive practices into their digital strategy. This means thinking beyond checklists — building websites and content that reflect the real needs of your audience.




