This was implemented as part of Machine Learning course. The project’s goal is to predict the functionality of the water pump given a set of test data. I lead the team in designing and coding the project. The first challenge involved cleaning the data as it is real world data and it has many discrepancies. I implemented the project using Ensemble methods: Gradient Boosting and Random Forest. My team’s current rank stands at 137 out of 2659 competitors.