IoT2025
Water Quality Monitoring
ESP32 sensor telemetry, historical water-quality trends and Bi-LSTM analysis in one monitoring pipeline.
Systems, applied AI, research and hardware. Explore the workflows, algorithms and engineering decisions behind the work.
ESP32 sensor telemetry, historical water-quality trends and Bi-LSTM analysis in one monitoring pipeline.
Sensor-driven irrigation using soil-moisture readings, threshold logic and relay-controlled water delivery.
Occupancy-responsive lighting with PIR motion detection and microcontroller-driven relay control.
An optical communication build transmitting vehicle-state messages through LEDs to a photodiode receiver.
Prefix-tree lookup and subtree traversal generate suggestions without scanning the full vocabulary.
An ESP32 health-monitoring desk bringing sensor readings and RFID patient identity into structured records.