Writing
Fundamentals, microstructure, execution, market making, and reproducible empirical research.
The stored 31-day execution artifact supports a TWAP comparison, a compounded relative-return path, and an aggregate fee rate, but not arrival-price implementation shortfall, a true market-volume VWAP benchmark, or fee reduction versus TWAP.