IoT · Aug 2024
AURA 1.0
RLDHT11MQ135
CORE FEATURES
- Embedded hardware sensor processing loop.
- Local RL model running on microcontrollers.
- Threat mitigation and alerts dispatch pipeline.
PROJECT OVERVIEW.
An IoT-driven environmental risk analyzer. Built with hardware sensors (DHT11 temperature/humidity, MQ135 air quality) connected to a reinforcement learning model that analyzes real-time ambient hazards and predicts fire or air quality threats.
DEVELOPMENT & SYSTEM ARCHITECTURE.
Built from the ground up prioritizing speed, reliability, and modular abstractions. Employs modern pipelines to handle telemetry data, neural state machines, and real-time inputs, verifying constraints at build-time and ensuring minimal runtime overhead.