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Proven Engineering Portfolio • Real Hardware

Projects & Case Studies

Proven electronic control modules, multi-protocol IoT nodes, and mission-critical embedded systems engineered, verified with automated HIL rigs, and manufactured for harsh real-world environments.

TinyML Predictive Vibration Sensor
Edge AI Predictive Machinery Maintenance

TinyML Predictive Vibration Sensor

Battery-powered wireless sensor node executing quantized neural networks directly on a low-power Cortex-M4 core. Samples 3-axis high-g accelerations up to 6.4 kHz to detect bearing race spalling, shaft unbalance, and cavitation in industrial pumps.

Nordic nRF52840 BLE 5.3 TensorFlow Lite Micro
Custom System Architecture

Have a Custom Hardware Specification in Mind?

Whether you require an isolated multi-bus industrial edge controller, an ultra-low power BLE node, or an automotive CAN-FD ECU, we engineer reliable hardware on time.

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