by aaron https://byaaron.tech/blog The open archive of my work en-us address@yoursite.com (Aaron) address@yoursite.com (Aaron) Sun, 01 Jun 2025 00:00:00 GMT https://byaaron.tech/blog/defi/swabbler Using Machine Learning to Optimize Stablecoin Markets https://byaaron.tech/blog/defi/swabbler Example of a markdown file with code blocks and syntax highlighting Sun, 01 Jun 2025 00:00:00 GMT address@yoursite.com (Aaron) defialgotradingarbitrage https://byaaron.tech/blog/defi/hedging-impermanent-loss Hedging against impermanent loss with Binance perpetual futures https://byaaron.tech/blog/defi/hedging-impermanent-loss A hedging strategy that uses long call and put positions on Binance perpetual futures to offset impermanent loss for a Uniswap V2 ETH/USDC liquidity provider. Includes the constant-product math behind the model and backtests showing reduced max drawdown in volatile and declining markets. Mon, 13 Jan 2025 00:00:00 GMT address@yoursite.com (Aaron) defihedging https://byaaron.tech/blog/ml/titanic-gaussian-regression Gaussian process regression on titanic dataset https://byaaron.tech/blog/ml/titanic-gaussian-regression Applying Gaussian process classification to the Titanic dataset to predict passenger survival from age and fare using scikit-learn and an RBF kernel. Walks through data exploration, preprocessing, and evaluation (~72% accuracy), with surface and heatmap visualizations of the predicted survival probabilities. Fri, 13 Oct 2023 00:00:00 GMT address@yoursite.com (Aaron) statisticsregression