•Developed a decision-making tool for dynamic bank lending decisions to construct optimal loan portfolios in a credit crunch environment •Applied Genetic Algorithm based framework (GAMCC) to maximize the net profit of the bank and minimize loss due to credit default •GAMCC reduces the average computational time from 1.03 second (in traditional linear programming) to 0.54 second, for 400 customers