I build AI-powered products and systems where customer insight, strong UX, and technical execution meet.
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Description
I lead products from ambiguous early opportunity through launch, learning, and iteration. For more than eight years, I have worked across strategy, customer experience, research, UX, analytics, and delivery while partnering closely with founders, executives, designers, and engineers to turn customer needs into products that create measurable value.
I am especially interested in how AI changes the way products are imagined and made: from faster discovery and prototyping to thoughtful AI workflows, product architecture, and more capable customer experiences.
My work sits at the intersection of product strategy, customer understanding, and execution. I help teams decide what matters, why it matters, and how to turn that direction into a fully developed product people can use with joy.


Clients / collaborators
The Moss
Huncwot / Harvard University
Conetso
Medical University of Lublin
AK Music / Hans Zimmer
Product environments
AI-powered B2B
SaaS
Operations & production management
Education and institutional platforms
Global digital production
Approach
Strategic, research-led, and delivery-minded. I move from customer and business context to tested direction, clear priorities, and focused execution - keeping product, design, and engineering aligned around the outcome.
I approach product work as an act of clarity - reducing uncertainty until the right next decision becomes obvious.
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My story with product building began in the music industry, with a fascination for creating things that move people. After studying Communication at Mercyhurst University, I moved to Los Angeles, where I worked as a sound engineer, composer, and sound designer for feature films. My curiosity about technology led me to designing custom digital instruments and contributing to award-winning productions including Dune and Top Gun: Maverick.
That experience sparked a deeper interest in building larger digital systems that sit at the intersection of technology, creativity, and human experience. Over the years, I developed my practice across product, design, and technology, eventually moving from building individual tools to leading the teams and systems behind digital products.
I believe great product leadership is equal parts curiosity and judgment: understanding people, constraints, and opportunities, then creating the clarity teams need to build with confidence.
Today, AI has further expanded how I work. I use it to accelerate research, explore concepts, prototype ideas, and turn possibilities into tangible products. But the real value lies in knowing where AI belongs, where human judgment matters, and how to turn emerging technology into something genuinely useful.
Product
Product vision
Customer-experience strategy
Roadmaps & prioritization
Discovery & validation
Business cases
Go-to-market planning
AI product delivery
AI-powered workflows
AI feature discovery
Rapid prototyping
Product architecture fluency
Human-in-the-loop experience design
Product / design / engineering alignment
Research & UX
Customer interviews
Behavioral insight
User journeys & flows
UX/UI direction
Experimentation
Analytics-informed iteration
Execution
Agile / Scrum delivery
Backlog strategy
Cross-functional leadership
Stakeholder alignment
Trade-off management
Launch & continuous improvement
In Numbers
8+
Years building digital products
5
Product environments represented
3
Core disciplines bridged: product, design, engineering
2
Markets collaborated across: Europe and the US
Testimonials
1/4
Medical University of Lublin
IT Systems Manager - Mariola Wnuk










