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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.
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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