: Against the backdrop of fintech driven intelligent risk control, traditional manual loan review, hindered by low efficiency and high subjectivity, struggles to meet the massive demand for credit risk assessment. This paper proposes a multi–model fusion framework based on soft–voting, integrating Feedforward Neural Ne...