Data Architecture · AWS
Manufacturing Analytics Platform
Challenge
Unified OEE visibility across 12 disparate systems for a mid-size manufacturer.
Outcome
60% reduction in reporting time. Real-time OEE dashboards live within 90 days.
Helping organizations build modern analytics capabilities that create clarity, confidence and measurable business impact.
My Philosophy
Data only becomes valuable when it helps people understand, decide and act with confidence.
That is why I focus on connecting business goals, analytics and technology to create meaningful outcomes.

Focus Areas
About
I'm an Analytics Solution Architect and BI Strategist helping organizations transform data into better decisions. My work sits at the intersection of strategy, engineering, and people — making data accessible, actionable, and trusted.
What I Do
Helping organizations align data with business goals. From data vision to measurable outcomes — designing the strategy that turns analytics into a competitive advantage.
Designing scalable analytics architectures with modern cloud-native tooling — built for performance, reliability and long-term growth.
Using AI to unlock faster insights and better decisions. Embedding machine learning and generative AI into analytics workflows to drive deeper understanding.
Case Studies
Data Architecture · AWS
Challenge
Unified OEE visibility across 12 disparate systems for a mid-size manufacturer.
Outcome
60% reduction in reporting time. Real-time OEE dashboards live within 90 days.
Insights
Lessons, frameworks and perspectives from the world of analytics.
Frameworks
Build once. Scale always.
A structured framework for building scalable analytics foundations. Covers data ingestion, storage strategy, transformation patterns, and governance — designed to grow with the organization.
Know where you are. Know where to go.
A five-stage assessment framework for measuring analytics capabilities. Provides a clear picture of current maturity and a prioritized roadmap to the next level.
Plan your transformation. Avoid the pitfalls.
A strategic canvas for planning analytics transformation initiatives. Covers technology decisions, organizational change, data literacy, and stakeholder management.
Dashboards only matter if people use them.
A practical playbook for driving adoption of BI tools across organizations. Covers user engagement, training, feedback loops, and measuring adoption success.
Video Library
Contact
Whether you're looking for a strategic partner, a trusted advisor, or someone to roll up their sleeves and deliver — I'd love to hear about your challenge.