From data architecture to AI governance.
Lessons from 24 years in the field, explained the way I would on a notebook page: videos with diagrams that move, step-by-step tutorials, and tools to help you decide.
Platforms I work with
- Snowflake
- Databricks
- Microsoft Fabric
- Azure AI Foundry
- Vertex AI
- Gemini
- AWS Bedrock
- Power BI
- SAP BI
- Hex
- dbt
- Atlan
- Datadog
Three ways in.
Pick the one that fits how you like to learn today.
Learning Agentic AI
Technical episodes written out on a notebook page, with diagrams that move. In English, with subtitles and transcripts.
Latest insights
Jul 18, 2026 · 11 min read
The Model Is Not the Product
Parts of Copilot now run on Claude. So why does Claude still feel smarter? The answer is the most under-discussed layer in enterprise AI, and it’s quietly becoming a governance problem.
Apr 20, 2026 · 11 min read
Data Governance Governs What Exists.
Why treating AI Governance as “just an extension” of Data Governance gets it wrong, and what to do about it before 2 August 2026.
Apr 12, 2026 · 11 min read
The AI Model That Scared Its Own Creators: Inside Anthropic’s Claude Mythos Preview
How a general-purpose language model accidentally became the most capable hacker on Earth, and why its creators decided the world isn’t ready for it.
24 years in. Still building.
I’ve spent 24 years building data, advanced analytics and AI systems, from the first data warehouses to production AI governance. I don’t just design systems; I build them, and I document what worked, what didn’t, and why.
Certifications in Microsoft Azure, Deep Learning, Databricks and more.
More about meYou cannot talk about AI without data, or about data without architecture. And you cannot deploy AI responsibly without governance.