Research

Exploring technologies before they become products.

SnapAzule device connected by Bluetooth and MQTT to a 3D printer

SnapAzule

Research in synchronized digital events, physical states, MQTT, BLE and embedded systems.

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Portuguese voice commands parsed into structured intents, dates and actions

Natural Language Systems

Parsing, temporal understanding and structured commands in Portuguese and beyond.

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Raspberry Pi and ESP32 processing local AI for connected cameras and sensors

Edge Systems & AI

Local AI, Raspberry Pi clusters, ESP32 and edge intelligence for real-world reliability.

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Edge systems: scope and next steps

This research area explores processing close to sensors and devices, including Raspberry Pi and ESP32. The questions include operation without a continuous cloud connection, event synchronization and recovery after interruptions. SnapAzule documents a related experiment; performance guarantees require validation for each application.

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