An intelligent hardware platform for experimentation, learning, embedded AI and physical-system interaction.
Real-world machine or environment interaction.
Analog & digital sensor signal telemetry ingestion.
Dual ESP32-S3 + Raspberry Pi CM4 bus handling.
8 TOPS Tensor NPU model execution.
Deterministic state machine & safety interlock.
Real-time telemetry mirror & cloud dashboard.
Automated bus current monitoring, thermal throttling protection and hardware health pinging.
High-speed MIPI CSI camera interface supporting real-time optical flow & object detection.
Dual-processor architecture combining ARM linux environment with real-time microcontroller bus.
Bidirectional state synchronization with cloud/local digital twin mirrors via gRPC & MQTT.
Pre-loaded physical computing laboratory exercises for rapid deep-tech R&D prototyping.
I2C, SPI, CAN bus, UART and analog GPIO expansion shields for multi-sensor integration.