Mar 2026
Power BI Testing, Validation Gates, and AI-Assisted Semantic Model Engineering
How to add measure-level testing, TMDL/PBIR inspection, and AI-assisted validation to Power BI workflows, demonstrated with a working PBIP pipeline.
Speaking
I speak about semantic model engineering, reporting modernization, validation workflows, and delivery quality: topics shaped by hands-on consulting, not theory alone.
Topics
Each topic comes from recurring patterns in real BI delivery: the kind of problems teams actually face.
Source control, TMDL/PBIR inspection, and measure testing workflows for Power BI.
Migrating legacy reports to Power BI and Paginated Reports with structural cleanup.
Dataset redesign, DAX review, and SQL optimization for dashboards that need to be fast enough for daily use.
When and how to use Paginated Reports for operational and compliance reporting.
Building review habits, validation gates, and delivery confidence into BI workflows.
Selected talks
Talks delivered at Power Platform community events in Thailand, covering practical BI engineering topics.
Talk
Mar 2026
Mar 2026
How to add measure-level testing, TMDL/PBIR inspection, and AI-assisted validation to Power BI workflows, demonstrated with a working PBIP pipeline.
Talk
Feb 2023
Feb 2023
A practical walkthrough of when to use Paginated Reports for operational and compliance reporting, and how to structure the migration from legacy platforms.
Talk
Mar 2021
Mar 2021
How Tabular Editor accelerates semantic model development through bulk editing, best-practice rules, and scripting for faster, more consistent model work.
Training and community
Credentials, community contributions, and recognition that support the speaking work.
Credential
2021 - 2022
2021 - 2022
Certified by Microsoft to deliver official training programs.
Recognition
Jul 2021
Jul 2021
Won 1st Place for a data-driven concept turned into a practical analytics-focused prototype and final presentation.
Community
Ongoing
Ongoing
Admin of the Power BI Thailand community group, supporting knowledge sharing and practical discussions among Thai BI professionals.
Contact
Best fit: community events, workshops, or conferences that value technical depth, real examples, and grounded delivery. I speak on semantic model validation, reporting modernization, performance tuning, and BI delivery quality.