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Overcrowded cities like Mumbai, Delhi has a lot of commuting solutions so that the crowd is evenly distributed without stressing just one source. One of which are the busses. Sometimes there may exist several buses which can take you from the same source to your desired location. But sometimes people are unaware about the same as they don’t know what route the bus is going to take. It is also true that people are unknown about the current status of the bus which causes wastage of time. Our proposed solution is an android application will help the user to know the current location of the bus along with the route that it is going to follow. The system will use Firebase as the backend for the application and a basic android application will be interfacing with the updated database on the server to provide the real-time data to the user, hence enhancing the user-experience. Some technologies like GPS (Global Positioning System), Google maps, GPRS (General Packet Radio Service) and Firebase will be used for development purposes.

Floods are one of the worst natural calamities out there to befall their oppressive destruction on life as a whole. Floods are caused by a strong resurgence of indomitable water bodies that maneuver beyond their natural limits to cause extensive quantum of destruction to life and infrastructure. Flooding of a particular area is dependent on various factors like average rainfall, precipitation, proximity to water bodies, vegetation to name a few. This project aims to create a dataset based on the following factors and test the data using different models. Linear Regression, Support Vector Machine, Decision tree, and Random forest were the classification models utilized and the accuracy of each was testified. The outcome can be effectively utilized by meteorological authorities and disaster management teams to necessitate action in areas about to experience a bout of the flood. In this project, our objective is to use multiple algorithms to test their flood detection success rate and simulate the flow of water in a designated area.