Python as the Glue Layer for AI-Augmented Analytics
A Streamlit demo showing how Python can connect business questions, metadata, AI-generated SQL, validation and analytical explanation in one lightweight workflow.
Read article →Data · AI · Business Intelligence
I write about the future of analytics in the AI era.
I explore AI-augmented analytics, metadata quality, semantic layers, self-service BI and analytics leadership from the perspective of a hands-on data leader.
Current focus
AI-Augmented Analytics
How AI changes the way analytical products, dashboards and decision-support tools are created.
Metadata & Semantic Quality
Why reliable AI-assisted analytics depends on clear definitions, governed metrics and trustworthy semantic layers.
Analytics Leadership
Practical reflections on BI modernization, platform thinking, data teams and the changing role of analytics professionals.
Writing
Latest notes and essays
Featured project
Python + AI as a practical analytics prototype layer
A Streamlit-based presentation app showing how Python can connect business questions, data, AI-assisted reasoning, SQL-like logic, validation and explanation in one lightweight workflow.
Open demo