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market-risk-analysis

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Finance and Risk Analytics Project: Predicting credit default risk using machine learning models (Logistic Regression, Random Forest) and assessing stock market risk through historical returns and volatility analysis to guide financial risk management and investment strategies.

  • Updated Nov 8, 2024
  • Jupyter Notebook

A collection of projects applying mathematical rigor to financial problems, including Basel III Market Risk backtesting, ARIMA-based sales forecasting, and neural networks for credit approval. Developed using Python (TensorFlow, Scikit-learn) and R (astsa, zoo).

  • Updated May 12, 2026
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