A market-neutral pairs strategy that captures price dislocations between Uniswap v4 spot and Hyperliquid perps using a Kalman-filtered z-score. MEV-protected via solver routing.
The strategy maintains a long-short pair between ETH spot (Uniswap v4 on Base) and ETH perpetual futures (Hyperliquid). The thesis: when funding rates diverge from the spot-perp basis, a mean-reverting arbitrage window opens.
We compute the rolling z-score of the basis spread using a Kalman filter with adaptive Q/R, then enter when |z| > 1.8 and exit when |z| < 0.4. The Kalman update lets the model react to regime changes without a hard lookback.
z > 4.5 (regime-break detection)Live tested up to $50M AUM in simulation; current capacity floor is ~$25M before slippage starts eating 30bp+ of monthly return. The strategy is intentionally closed at $25M to protect Sharpe.
Former Citadel statistical arb desk. Published 12 strategies on Quantum since Jan 2024. Specializes in cross-venue basis trades and Kalman-based signal filtering.