Analyzed the data of VISA applicants to build a predictive model to facilitate the process of VISA approvals.
- Explored the dataset and extracted insights using Exploratory Data Analysis (EDA).
- Developed a predictive model using ensemble techniques to find the best performing model.
- Recommended a suitable profile for the applicants for whom the VISA should be certified and denied based on factors the significantly influence the VISA status.
Key Skills: EDA, Data Preprocessing, Customer Profiling, Bagging Classifiers (Bagging and Random Forest), Boosting Classifier (AdaBoost,Gradient Boosting,XGBoost), Stacking Classifier, Hyperparameter Tuning using GridSearchCV, Business insights