Tag: prototype

A Proof of Concept for Machine Learning–Based Condition Monitoring on an Embedded Device

In this project, I used Edge Impulse to implement an end-to-end prototype for motor condition monitoring using vibration analysis and machine learning, from raw data collection to live inference running directly on embedded hardware. The primary goal was not to build a large or complex system, but to create an initial prototype that allows the […]