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Markowitz-Portfolio-Optimization-Python
Markowitz-Portfolio-Optimization-Python PublicPortfolio optimization using Modern Portfolio Theory to construct the Efficient Frontier and Maximum Sharpe Ratio portfolio in Python.
Jupyter Notebook
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Loan-Fraud-Detection-ML
Loan-Fraud-Detection-ML PublicDeveloped a machine learning pipeline to identify fraudulent loan applications, using ensemble and oversampling techniques to handle class imbalance and achieve high detection accuracy across multi…
Jupyter Notebook
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Market_Risk_Analytics
Market_Risk_Analytics PublicAnalyzed default risk and market sensitivity and modeled stock volatility and systematic risk using CAPM, ARIMA, and GARCH models in Python and R, with a 99% confidence level.
Jupyter Notebook
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Historical-VaR-and-Parametric-VaR-Calculation
Historical-VaR-and-Parametric-VaR-Calculation PublicComputed 1-day and 10-day VaRs at 95% and 99% confidence intervals for a diversified portdolio of five different stocks using Historical Simulation and Parametric methods.
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Futures-Hedging-Strategy
Futures-Hedging-Strategy PublicBuilt an end-to-end equity portfolio risk management framework involving portfolio construction, return analytics, CAPM beta estimation, and futures-based hedging using Indian equity data.
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