I work in inspection at a petrochemical plant. The tools I needed didn't exist, so I built them — and I write down how they're made, equation by equation. No guru talk. Just working software.
Open to: Asset Integrity · Inspection Planning · Industrial AI
In-house API 581 risk-based inspection calculator — PoF, CoF, inspection planning. Every equation cited to the standard.
Outcome: replaced spreadsheet-based assessment for ~1,100 tags — inspection planning now risk-based, not gut-feel.
Screens 67 damage mechanisms per API 571, grouped by corrosion loop so assessments stay consistent.
Outcome: same mechanism, same verdict, every circuit — screening stops depending on who runs it.
An assistant that answers "what should we inspect next?" straight from the RBI data. Early sketches.
Exploring: a copilot over live RBI data — inspection questions answered in seconds, with citations.
Started in the field, now working in inspection planning at a petrochemical plant.
Engineering degree in metallurgy — comes in handy when a damage mechanism doesn't read the textbook.
Years of hands-on inspection before moving to planning: deciding what gets inspected, when, and why.
Ask about what I built — or just talk shop about inspection.
If a number can't be traced to API 581, it doesn't go in. Suspected errata get flagged, never silently "fixed".
Every equation ships with a test. If the test doesn't pass, the feature doesn't ship.
What the model predicts, the field confirms. Software that never meets a plant is just a demo.