Deep dives into AI forecasting, systematic trading infrastructure, and the engineering behind Mintzy's financial intelligence platform.
When AI stops being a research assistant and becomes an operator—Mintzy supplies the intelligence layer while Claude runs the systematic execution workflow.
Commercial banks face immense risks from bad debt. Discover how advanced models, specifically Random Forest, are being used to predict loan defaults with up to 89.11% accuracy to improve overall risk management.
Mintzy Seed transforms raw market data into clear trading signals. No complex configuration, no hidden logic — just practical insights traders can actually act on.
Tackling the challenge of imbalanced datasets using SMOTE. We compare Random Forest, XGBoost, LSTM, and more using metrics like AUC-PR to find the best model for predicting financial risk.
