As the hackathon approaches its final stage, we focused on organizing our Hackaday project page and preparing our final presentation.

We reviewed our project logs, updated the project description, and organized the major features we developed throughout the hackathon, including sound classification, emergency email alerts, device disconnection monitoring, and risk prediction.

We also prepared the final demonstration flow so that our presentation clearly explains the complete system:

Microphone → YAMNet sound classification → risk/emergency analysis → Arduino UNO Q → alert

Our final goal is to demonstrate how edge AI can continuously monitor sounds in the home, recognize emergencies, identify developing risks, and notify caregivers when assistance may be needed.