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NhugaQuant Lab

Research

Our public research journal. No marketing, no selling — only transparent research, reports, and lessons learned.

Transparency Report2025-07-05

Monthly Performance Review — June 2025

Full breakdown of all strategy performance, league movements, and pipeline changes for June 2025.

Failed Experiment2025-06-15

SOL Momentum Burst — Post-Mortem

Analysis of why the SOL social sentiment strategy failed and what we learned about sentiment-driven alpha decay.

Optimization Report2025-06-01

BTC Funding Rate Strategy Optimization

Parameter optimization results for the BTC Funding Arb strategy, including regime-adjusted thresholds.

Research Article2025-05-20

Forward Testing Methodology v2

Updated methodology for how strategies transition from backtesting to forward testing, including new statistical requirements.

Forward Testing Report2025-06-14

Volatility Breakout — Incubation Update W24

Week 24 update on the Volatility Breakout strategy showing positive expectancy in high-vol regimes.

Research Article2025-05-10

Market Regime Detection Using ATR Percentiles

Our approach to detecting market regimes and how it informs which strategies to activate or deactivate.

Strategy Review2025-04-05

Quarterly Strategy Review — Q1 2025

Comprehensive review of all strategies, promotions, relegations, and lessons learned from Q1 2025.

Lessons Learned2025-05-25

NQ Overnight Gap — Edge Degradation Analysis

How increased overnight volume eroded the gap-fill edge, and implications for similar strategies.