Industrial AI Pilot to Reduce Minor Stops on Packaging LinesIndustrial AI Pilot to Reduce Minor Stops on Packaging Lines
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Designed and built an Industrial AI pilot to find and reduce minor stops on a high-speed packaging line, the short stoppages that quietly eat into OEE.
The system combines vision AI, which watches the line, with sensor AI, which reads machine signals to spot early drift. Together they show where and why the line loses time, so maintenance and operations can act on causes, not symptoms.
My role: architecture, data pipeline from PLC and sensors, model building and rollout.
Project details are kept general to protect client confidentiality. The project is at pilot stage.
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