The repository contains my back end android and web app development work for the project Coastal Area Data Collection for Vulnerability Assessment and analyzing Machine Learning Approaches. It was a Govt. funded research, jointly supervised by the Department of Environment, Government of People’s Republic of Bangladesh and Department of Environmental Science and Management, North South University. I worked as a back end developer for building an android application for data collection and a web platform to project the data and crucial information running SQL queries. The other contributor worked in Front end development. In another part of the project, I was given the responsibility for dimensionality reduction of vulnerability assessment. Based on a partial dataset I applied Backward elimination, L1 Based Feature Selection and Low Variance Feature Removal techniques to analyse the feature selection process. This project has been nominated to be used on a massive scale to gather non private data of coastal areas’ people to improve their lives styles and disaster vulnerability assessment. I am currently working as a technical advisor in the project.
