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For research, speaking, reviewing, and technical collaboration.
The best conversations begin with a specific problem, an audience, or a question worth examining.
Start with the problem.
For speaking invitations, research collaboration, conference service, or professional inquiries, connect through LinkedIn. Please include enough context to understand the topic, expected audience, and timing.
Suitable topics
Where I can help.
- Trustworthy AI and the data systems around it
- Silent data corruption and semantic validation
- Enterprise data quality and reconciliation
- Forecasting and decision-system architecture
- Observability and evidence quality
- Conference reviewing, judging, and technical committees