Beginner Level Data Scientist (Zindi Africa)
Performed beginner-level data science work involving machine-learning challenges on Zindi Africa. Applied Pandas, NumPy, and Scikit-learn for data preprocessing, feature engineering, model training, and evaluation. Developed predictive models for tasks such as loan default and insurance prediction, learning end-to-end ML workflows on real-world datasets. • Applied data preprocessing and feature engineering using Pandas/NumPy • Trained and evaluated machine learning models with scikit-learn • Worked on predictive modeling for loan default and insurance prediction • Practiced rigorous model performance evaluation on dataset challenges