Industrial Pump Health Monitoring
Using vibration and energy signals to predict failures before they happen.
shipped AI manufacturing predictive-maintenance energy
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Projects
Where ideas met reality
A small set of projects around industrial AI, time-series modeling, and systems thinking. Most entries are stubs I’ll fill in over time.