The problem RAKSH solves

The employment of disaster sensors is becoming more and more important in the modern society. These sensors can be used to monitor and identify natural disasters. With the help of these sensors, we can get early indications of coming disasters, allowing us to take preventive action before it's too late.
A contemporary system called RAKSH, your personal disaster alarm system, is a cutting-edge tool that detects disasters in real time and aids in mitigation through an intuitive web interface.
Real-time monitoring of natural disasters is made possible with our RAKSH, allowing for prompt and efficient responses. Our RAKSH can aid in the preservation of life and property by offering precise information on the location and intensity of disasters. Disaster relief workers can more effectively target their efforts and deliver supplies more quickly by using this information. Additionally, it may spot potential risks like fires or floods before they become an issue. During emergencies, RAKSH may be a vital tool for safeguarding public safety.

Challenges we ran into

Training the ML Model: Predictive model training is not always simple. To achieve the intended results, the proper information, resources, and methods must be used. Real-time monitoring is required for the sensors in RAKSH. As a result, they are able to notice and react to changes in their environment swiftly. They had to be trained on vast datasets of historical events in order to properly forecast the course of future occurrences. Before models could be used, they had to be trained and tested, which took a lot of time and resources.

Integrating IOT Sensors: A tough and time-consuming challenge was integrating IOT sensors, MPU6050 & ESP32 Wifi Module, into the finished solution. Circuit construction, programming, and sensor wifi connectivity were all required. The challenge is that for real-time monitoring, these sensors must be connected to the internet and to each other. Setting up the connections calls for a significant level of technical expertise, patience, and accuracy.

Network Glitches: Building a project can be a difficult task, especially when you are dealing with time constraints, bad network connections, and other issues. It can be very frustrating when you are trying to install the dependencies of your project but keep running into connectivity issues.

Overall, working on this solution to a real-world problem was enjoyable. We encountered several difficulties, but what matters most in this case is that we overcame them, and our efforts gave rise to RAKSH, a clever survival gear.