vipulrana

Credit risk analysis on the basis of Banking standards & quantitative matrix to find the character of the borrower's willingness (through credit history), ability to repay (assessed through cash flow, income, and debt-to-income ratios), net worth invested in the project/business, assets pledged to secure the loan in case of default, purpose of the loan, probability of default (when a borrower fails to meet obligations), loss given default (when the amount lost if a default occurs), exposure at default (when the total value exposed to risk at the time of default). Methods and Tools are also used for the analysis like Credit Scoring Models (statistical methods that analyze data to predict default likelihood), Financial Ratio Analysis (Evaluating liquidity, profitability, and leverage), Machine Learning & AI (used for more sophisticated analysis of large datasets) & Risk Rating Systems (assigning a risk grade to borrowers to determine interest rates).

Financial analysis of the clients to evaluating financial statements, cash flows, and creditworthiness to determine risk, profitability, and investment potential of banking clients. It utilizes these insights for loan underwriting, wealth management, and relationship profitability, focusing on liquidity, solvency, and debt capacity. It also includes creditworthiness assessment, financial ratios (debt-to-income ratio), analytical techniques (trend analysis), customer profitability (net interest income) & client segmentation (behavior and demographics).

Business relationship which involves transactional interactions, long-term partnerships based on trust, tailored advisory, and proactive engagement. Bankers act as partners, offering customized financial solutions like specialized loans and cash management to meet specific client goals.

SME lending it involves specialized financing to Small and Medium Enterprises to support operations, growth, or asset purchases. It includes different types of key aspects for lending like types of loans (working capital - for daily operational needs, term loans - for long term investments, collateral free loans - supported by government credit guarantee schemes).