End-to-end credit risk modeling pipeline using the German Credit Dataset. Implements Probability of Default (PD) and Loss Given Default (LGD) models with validation, plus Exposure at Default (EAD) and Expected Credit Loss (ECL) estimation.
2025-09-16
Binary classification model for breast cancer diagnosis optimized for high recall to minimize false negatives, which is critical in medical diagnostics. Includes feature analysis, model comparison, and cross-validation.
2025-05-25
Interactive TicTacToe game with AI using magic square and minimax algorithm for optimal move selection and stategic gameplay.
2025-09-26
A classification system for automated produce sorting using physical features (mass, dimensions, color) extracted from visual sensors. Includes comparison and visualization of the effects of model hyperparameters for kNN algorithm.
2025-04-04