BeamGuard monitors structural beams using ESP32 with ADXL345, piezo , DHT11 , and copper corrosion probe. Tracks bending angle, vibration frequency, impact, corrosion risk, and Structural Health Index (0-100). Z-score anomaly detection on-device. Isolation Forest, RUL prediction and Random Forest classifier in progress.