I help organizations modernize platforms, unify enterprise data, and operationalize AI by aligning architecture, execution, and strategy. My work enables real-time personalization, secure data sharing, and faster adoption of GenAI across complex organizations. I focus on reducing integration risk, improving scalability, and bringing product, engineering, and data into better alignment.
How I can Help
Platform Modernization & Architecture Alignment
Support modernization efforts by aligning platform capabilities with technical strategy. Reduce rework, improve consistency, and help teams scale delivery across systems and domains.
Enterprise Data Strategy & Governance
Design unified approaches for collecting, organizing, and sharing enterprise data. Establish consistent structures that make behavioral, transactional, and operational data usable across teams.
AI/ML & GenAI Enablement
Help organizations assess readiness, condition data for modeling, and integrate ML and GenAI capabilities into day-to-day operations. Focus on practical implementation with clear ownership and coordination.
Cross-Functional Execution Models
Structure execution so that delivery stays tied to strategic goals. Bring product, engineering, and data teams into shared routines that support scalable execution and reduce noise.
Who I Work With
I work with engineering, platform, and data leaders navigating large-scale change. Most of my consulting has supported enterprise organizations building shared capabilities across business units. I take a structured, low-friction approach that adapts to internal constraints while staying focused on outcomes.
Interested in a Conversation?
Get in touch to discuss how I can support your platform, data, or AI initiatives.
📬 Contact
Interested in consulting, coaching, or collaboration?
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