Ring of Fire

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  Ring of Fire

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  Disaster Zone

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  Affected

Inspiration

Our county experiences frequent natural disasters because the archipelago was formed from a very long evolutionary process, due to tectonic movements. It has been called the "Ring of Fire".

What it does

Ring of Fire: Disaster Response System involves risk mitigation, disaster prevention activities, emergency response, and rehabilitation. It includes:

1. pre-disaster/mitigation
2. emergency response
3. post-disaster/rehabilitation

The application is intended to be used by:

1. (Affected) residents
2. Relief organizations
3. Government, and/or other entities.

How I built it

• EC2
• AWS Sagemaker to build machine learning models.
• Datasets: NexRAD on AWS

Challenges I ran into

• predict damage to houses, buildings, and public facilities (schools, hospitals, etc).

What I learned

• Develop machine learning model for the disaster response system

What's next for Ring of Fire

• Post-disaster rehabilitation and reconstruction system.

Built With

• amazon-web-services
• sagemaker