Online Payments Fraud Detection using Machine Learning
تفاصيل العمل
Built a Machine Learning system to detect fraudulent online payment transactions. • Performed data cleaning and preprocessing on real-world financial dataset • Conducted Exploratory Data Analysis (EDA) to understand fraud patterns • Engineered features to improve model performance • Trained multiple ML models (Logistic Regression, Decision Tree, etc.) using Scikit-learn • Evaluated models using Accuracy, Precision, Recall, F1-score, and ROC-AUC • Selected the best-performing model for fraud prediction This project demonstrates strong skills in Data Science, Machine Learning, and problem-solving in real-world financial use cases
مهارات العمل
بطاقة العمل
طلب عمل مماثل
