Exploratory R&D prototypes, TinyML edge model quantization on ESP32 microcontrollers, high-frequency MQTT brokers, and adaptive low-power drivers designed at Xentoryx Labs.
TinyML model quantization compiled directly onto the ESP32 microcontroller dual-core chip. Classifies vibration & acoustic signals locally without requiring cloud roundtrips.
Distributed micro-broker pipeline handling 50,000 sensor telemetry messages per second over WebSockets & MQTT with dynamic payload compression.
Dynamic frequency scaling and power gating driver for battery-powered remote IoT sensors, extending field operational lifespan by 300%.