About Me
For over ten years I have built and scaled digital products across industries, from AI and machine learning platforms to data infrastructure and enterprise systems. I specialize in aligning fragmented stakeholders, unsticking stalled products, and connecting strategy with execution.
My work spans product management and strategy, platform architecture, and organizational design. I have led initiatives for global enterprises and fast-moving startups, though I cannot disclose all clients publicly. My consulting journey has spanned continents, with years spent in South and North America that shaped my approach to leadership, culture, and innovation.
Experience across industries such as e-commerce, retail, fintech, automotive and mobility, aviation, energy, and manufacturing has shaped my work designing platforms for thousands of users, driving AI adoption at scale, and publishing on product leadership and organizational psychology. I thrive in ambitious and complex environments where clear thinking matters more than perfect plans.
- Evolution of an internal AI/ML platform aimed at democratizing research and development efforts.
- Reduced model deployment lead time with self-service workflows.
- Bridged product, data, and engineering teams to enable scalable experimentation.
- Design of an llm interface to query hundreds of internal data sources & systems.
- Aimned to enable company-wide data discovery to support simulation-based car design.
- Shipped prototype and ran structured user interviews to validate fit and gaps.
- Discovery and business alignment for large-scale modernization of data systems.
- Designed secure, scalable data architecture patterns based on Data Mesh principles.
- Facilitated collaboration to align ownership, capabilities and governance across organizations.