Summary of Programme:

• Conducted quantitative analysis on gas prices using Python to extract seasonal patterns and forecast future prices. Developed a storage contract valuation model that simulates injection/withdrawal schedules, incorporating cash flow analysis and capacity constraints
• Predicted customer loan default probability based on financial features such as debt-to-income ratio and employment history. Discretised continuous FICO scores into optimal categorical bins, enhancing interpretability and predictive power of risk models.

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