A German semiconductor manufacturer, the largest in Europe.
Replaced a commercial parking guidance vendor with an in-house system, saving €480,000/year compared to market alternatives. Powers a barrier control application used by 8,000 users, including 3,000 monthly active users.
Built a predictive-maintenance system for factory conveyor lines that detects faults directly on-device and improves over time via a retraining loop — addressing the real bottleneck at manufacturing scale: not a lack of sensor data, but the ability to act on it locally. Won 1st place; the €1,000 charity prize was donated to an anti-cyberbullying foundation.
A simulated inspection pod scans a moving belt for seeded faults — the same detect-and-flag loop the real device runs on PSoC Edge.
The real device runs this loop on-chip — flagging anomalies in sound and vibration locally instead of streaming raw sensor data to the cloud.
