Branch Credit Manager Project: Vehicle Finance Portfolio Risk Assessment

Understand the fundamental principles of vehicle finance including loan products, interest rate structures, and repayment schedules.

Develop skills in credit risk assessment by analysing borrower profiles, credit history, and financial statements relevant to vehicle loan applicants.

Apply academic concepts in finance, risk management, and statistical analysis to evaluate portfolio performance and default risks.

Enhance decision-making competencies by simulating credit approval processes and structuring optimal loan terms for diverse customers.

Build expertise in data-driven reporting and compliance with regulatory frameworks governing vehicle finance operations.

Cultivate professional skills such as critical thinking, problem-solving, effective communication, and ethical considerations in credit management.

Gain familiarity with financial software/tools and credit scoring models used in the automotive finance sector.

Collect and analyse a synthesized dataset of vehicle loan applications including customer demographics, credit scores, income details, and loan parameters.

Perform credit risk evaluation for individual loan cases using credit scoring techniques and default probability estimations.

Assess the overall risk profile of a simulated branch vehicle finance portfolio by calculating key metrics like portfolio delinquency rates, expected loss, and exposure at default.

Recommend credit policy adjustments or loan restructuring strategies to optimise portfolio quality and support branch targets.

Prepare a comprehensive report summarising risk findings, supported by charts and data visualisations, along with actionable recommendations.

Present the risk assessment results and proposed credit strategies to a mock branch management panel, incorporating industry best practices and regulatory compliance.

Document the project workflow, assumptions, and rationale to demonstrate professional analytical and reporting skills.