Analytics Data Engineer · Data and Analytics Strategist · Author
Welcome — this site is a space where I share 15+ years of experience building data platforms and analytics systems for B2B and B2C teams. You'll find practical guidance on data engineering, product analytics, and the frameworks that help turn raw data into business-ready decisions, plus project stories and my "Bridging the Gap with Data" perspective.
The Book
This book evolved from my experience transforming data into business value across a variety of teams and organizations, specializing in SaaS Enterprise. These are lessons learned from successes and challenges across various data roles. It is a collection of patterns you can adapt to make better growth decisions in your own environment.
It introduces the Observability-Driven Revenue™ framework that helps leaders deliver measurable growth and revenue impact. It also explores how modern data teams can operationalize this framework, detailing 16 practical AI agents designed to automate the heavy lifting of growth analytics work across the full data stack — freeing data teams to focus on revenue-driving strategy.
Whether something here resonates or you see it entirely differently, I am always up for a good conversation.
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