PnL Engineering is the systematic application of analytical and technological frameworks to accurately calculate, attribute, and optimize profit and loss (PnL) across complex cryptocurrency trading strategies and portfolios.
Mechanism
This involves integrating real-time trade data, market pricing feeds, and algorithmic position tracking systems. These components precisely account for various cost elements, such as transaction fees, funding rates, and slippage, across diverse trading venues and asset classes for accurate financial reporting.
Methodology
The methodology centers on granular PnL decomposition, identifying specific drivers of profitability and loss. This enables traders and systems architects to refine algorithms, improve risk models, and make data-driven decisions to enhance overall trading performance and capital efficiency.
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