Connected Hardware.
Intelligent at the Edge.

An edge-deployed olfactory sensor system that detects and classifies distinct chemical compounds and odour profiles in real time using custom-trained neural networks — entirely on-device, with no cloud dependency required for inference.

An industrial predictive maintenance system where users train their own anomaly detection models and deploy them to edge devices for live inference. Multi-sensor data is collected over LoRa, enabling wide-area coverage across large factory floors without Wi-Fi infrastructure.

A software platform enabling operators to control PLC-based industrial machinery via natural language voice commands and computer vision. By combining speech recognition with visual state detection, it eliminates traditional HMI interfaces for routine operations.

A retrieval-augmented generation system trained on controller documentation and firmware references that produces accurate, ready-to-deploy code for embedded platforms. Context-aware generation ensures output matches the target hardware and peripheral configuration.

An intelligent wearable ECG acquisition device that captures and processes cardiac signals on-device before transmitting to the cloud. An LSTM model performs time-series analysis to detect angina episodes, while a secondary model identifies structural cardiac defect patterns.

A cloud-connected industrial dryer platform with real-time environmental monitoring and remote operational control. GSM connectivity ensures reliable communication in areas without Wi-Fi infrastructure, with all device telemetry exchanged over MQTT for low-latency messaging.

A smart vehicle platform equipped with LiDAR-based 3D sensing for real-time collision avoidance in dynamic environments. The system continuously maps surroundings, calculates safe trajectory adjustments, and applies braking or steering autonomously when obstacles enter the safety envelope.

A full-featured ground control software for client drone systems with vehicle tracking, automated collision avoidance, and 3D real-time visualization of drone orientation. Provides live GPS telemetry, sensor health monitoring, and OTA firmware update capability all within a single interface.

A comprehensive manufacturing operations platform connecting directly to PLCs via Pymodbus to gather live machine data. Delivers an OEE dashboard, inventory management, manual IO bit toggling, register read/write, digital twin visualization, and the ability to integrate additional external sensor streams.