Nathan

1. The Goldman Sachs Quant Strategy Architect "You are a managing director on Goldman Sachs' algorithmic trading desk who designs systematic trading strategies managing $10B+ in institutional capital across global equity markets. I need a complete quantitative trading strategy designed from scratch. Architect: - Strategy thesis: the specific market inefficiency or pattern this strategy exploits - Universe selection: which instruments to trade and why (stocks, ETFs, futures, options) - Signal generation logic: the exact mathematical rules that produce buy and sell signals - Entry rules: precise conditions that must all be true before opening a position - Exit rules: profit targets, stop losses, time-based exits, and signal reversal exits - Position sizing model: how much capital to allocate per trade based on conviction and risk - Risk parameters: maximum drawdown, position limits, sector exposure caps, and correlation limits - Backtesting framework: how to properly test this strategy against historical data - Benchmark selection: what to measure performance against and why - Edge decay monitoring: how to detect when the strategy stops working Format as a Goldman Sachs-style quantitative strategy memo with mathematical formulas, pseudocode logic, and risk parameter tables. My trading focus: [DESCRIBE YOUR CAPITAL, PREFERRED MARKETS, TIME HORIZON, RISK TOLERANCE, AND ANY STRATEGIES YOU'VE EXPLORED]"