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How to structure your project before writing a single prompt. Most AI setups are lazy. No context. No rules. No structure. Just prompts fired into the void. I spent a full day building the architecture that changes that.
How machine learning is reshaping WCAG 2.1 compliance, remediation, and inclusive design. Enter Machine Learning (ML), a powerful branch of AI that is rapidly reshaping how we achieve, maintain, and innovate digital accessibility
The shift from heavy headsets to everyday smart glasses isn't just a hardware story. It's a fundamental change in
how humans will live with technology.
For the past decade, design systems were built for humans. Designers browsed them in Figma. Developers referenced them in documentation. That model worked well — until AI agents became a meaningful part of how products are built.
Product & UX Leader with 14+ years of experience designing and scaling platforms . I’ve built design organizations from scratch, mentored leaders, and driven clarity across complex, multi-product environments.
Years of relevant experience in Product/UX Design
15+
Designed for more than 120M+ users
120M+
Years of experience in
Design leadership
10+
03
Built brand new design team for 3 former companies
Founded design teams from zero,
led design functions across six companies.
I’ve built design teams from 0 to 8 and 0 to 10 at Reflections and Altaire Insights, and led design across 7 companies—shaping culture, process, and impact from day one.
40%
Designer
60%
Leadership
+
While 60% of my work today is about design leadership guiding teams, shaping strategy, and building design cultures. the other 40% still belongs to the designer in me
That 40% is not just about craft.
It’s about staying hands-on, staying curious, and staying connected to the user. It keeps me grounded. It reminds me that before I was leading design, I was designing. And I still do
AI × Product Thinking
Exploring how AI transforms product thinking, workflows, experimentation, and the future of human-centered experiences.
AI-Powered Product Thinking
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