Speaking and community

BI expertise, shared in practice.

Name: Power BI Testing, Validation Gates, and AI-Assisted Semantic Model Engineering
Start: 2026-03
Location: Thailand

Talks on Power BI engineering, semantic models, reporting, and validation. Practical lessons from delivery, alongside a separate record of applied AI builder work.

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Delivered talks

Conference sessions and community talks, with their original dates and topics.

Charnrit presenting at Power Platform Community Bootcamp Thailand in March 2026. — Power Platform Community Bootcamp Thailand · March 2026

Mar 2026 Talk

Power BI Testing, Validation Gates, and AI-Assisted Semantic Model Engineering

Power Platform Community Bootcamp Thailand

How to add measure-level testing, TMDL/PBIR inspection, and AI-assisted validation to Power BI workflows, demonstrated with a working PBIP pipeline.

Audience: BI practitioners and Power Platform community members
Format: Conference talk | 45 min

Delivered Mar 2026

Speaker poster for a 2023 talk on modernizing operational reporting with Power BI and Paginated Reports.

Feb 2023 Talk

Modernize Operational Reporting with Power BI and Paginated Reports

Power Platform Bootcamp Thailand

A practical walkthrough of when to use Paginated Reports for operational and compliance reporting, and how to structure the migration from legacy platforms.

Audience: BI developers and report authors
Format: Conference talk | 40 min

Speaker poster for a 2021 talk on improving Power BI projects with Tabular Editor.

Mar 2021 Talk

Increase Time Efficiency on Your Power BI Project with Tabular Editor

Power Platform Bootcamp Thailand

How Tabular Editor accelerates semantic model development through bulk editing, best-practice rules, and scripting for faster, more consistent model work.

Audience: Power BI developers and data modelers
Format: Conference talk | 40 min

Hackathons and builder events

Team prototypes and applied AI field work, separate from speaking engagements.

OpenSkillTrace team at the Sea x OpenAI Regional Codex Hackathon in Singapore.

Jun 2026 Builder Event

Sea x OpenAI Regional Codex Hackathon - OpenSkillTrace

Sea x OpenAI Regional Codex Hackathon

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.

Audience: AI builders, engineers, and product teams
Format: In-person hackathon build

Team-built hackathon prototype · 6 June 2026

Project repo Charnrit workflow post Team LinkedIn post Event page

Group photo at the Asia Pacific Disaster Management AI Skills Jam in Bangkok.

Jun 2026 Builder Event

OpenAI x DataKind Disaster Response - Dashboard Copilot

Asia Pacific Disaster Management AI Skills Jam

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.

Audience: Public-good, disaster-response, and data-for-impact teams
Format: Applied AI builder work

Project repo Charnrit article DataKind LinkedIn post OpenAI article

Jul 2021 Recognition

42 Bangkok x CPF Virtual Hackathon - 1st Place

Won 1st Place for a data-driven concept turned into a practical analytics-focused prototype and final presentation.

Training and community

Training history and ongoing community contribution.

2021 - 2022 Credential

Microsoft Certified Trainer (held 2021 - 2022)

Held Microsoft Certified Trainer status in 2021 - 2022 for official training delivery.

Ongoing Community

Power BI Thailand Facebook Group - Admin

Admin of the Power BI Thailand community group, supporting knowledge sharing and practical discussions among Thai BI professionals.

Databricks instruction is a next area of development: onboarding, with qualification pending.

Topics for your audience

Sessions can focus on one recurring delivery problem, with technical detail matched to the audience.

Semantic model engineering and validation: Source control, TMDL/PBIR inspection, and measure testing workflows for Power BI.
Reporting modernization: Migrating legacy reports to Power BI and Paginated Reports with structural cleanup.
Power BI performance tuning: Dataset redesign, DAX review, and SQL optimization for dashboards that need to be fast enough for daily use.
Paginated Reports in practice: When and how to use Paginated Reports for operational and compliance reporting.
BI delivery quality and validation culture: Building review habits, validation gates, and delivery confidence into BI workflows.
Agent harnesses for operational data workflows: How agentic AI, RAG, fallback, eval, and approval gates can support operational decisions without hiding data quality risk.

Contact

A practical BI topic for your next event?

Share the audience, format, and problem you want the session to address. Best fit: Power BI engineering, reporting modernization, semantic model validation, and review-controlled AI workflows.

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