Featured
Using Machine Learning to Optimize Stablecoin Markets
Example of a markdown file with code blocks and syntax highlighting
Read the write-up →chart
Recent writingAll posts →
13 JAN 2025defi
Hedging against impermanent loss with Binance perpetual futures
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.
13 OCT 2023statistics
Gaussian process regression on titanic dataset
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.