- Performed univariate and bivariate analysis to identify the key characteristics of loan applicants that impact their creditworthiness
- Performed feature engineering and data cleaning techniques to preprocess the data and improve its quality for further analysis
- Achieved the best F1-score of 0.81 on the test set using Random Forest model after tuning various classification model