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 and build around semantic model engineering, reporting modernization, validation workflows, agent harnesses, and delivery quality: topics shaped by hands-on consulting and event builds, not theory alone.
Topics
Each topic comes from recurring patterns in real BI delivery and recent applied-AI builder work: 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.
How agentic AI, RAG, fallback, eval, and approval gates can support operational decisions without hiding data quality risk.
Delivered talks
Delivered talks and builder-event work covering practical BI engineering, validation, and review-gated applied AI workflows.
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, recognition, and recent OpenAI-related builder work that support the technical authority behind the speaking.
Builder Event
Jun 2026
Jun 2026
Built with a small team under event constraints: an AgentOps harness for tracing agent runs, routing fallbacks, checking eval and policy signals, and keeping approval, audit, and MCP controls visible.
Builder Event
Jun 2026
Jun 2026
Extended a public-good decision-support prototype around disaster-response data: messy-file profiling, evidence-gap surfacing, optional AI recommendations, and reviewable handoff outputs for human operators.
Credential
2021 - 2022
2021 - 2022
Held Microsoft Certified Trainer status in 2021 - 2022 for official training delivery.
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, agent harnesses, and review-gated AI workflows.