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Optimized Algorithmic Pairs Trading

• Identified optimal cointegrated pairs from various sectors using statistical analysis and built ARIMA model for price prediction
• Backtested strategy with finetuning of 106 hyperparameters for buy-sell thresholds and rolling windows using Bayesian
optimization, achieving a 30% gain over the benchmark

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Optimized Pairs Trading Strategy using Bayesian Optimization

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