AI Strategy Lab — Backtested Trading Strategies Generated By AI
Stock trading strategies generated and backtested by the ZulopAI R&D council every hour. Each session produces one entirely new strategy and one modified variant of an existing strategy. Only the top 10 by total return are kept, fully backtested on 2 years of historical data.
🤖 Strategy Generation Process
Each hourly session, the AI analyzes the current market regime, recent sector performance, and macro conditions to produce a strategy tailored to today's environment. Strategies are not static — they evolve with the market.
AI GeneratedMarket-Regime AwareAdaptiveHourly
📊 Backtesting & Ranking
Every generated strategy is backtested on 2 years of daily OHLCV data. Strategies are ranked by total return, win rate, max drawdown, and Sharpe ratio. Only strategies in the top 10 survive — the rest are discarded. This is evolutionary selection applied to trading.
2yr BacktestSharpe RatioMax DrawdownTop 10 Survival
💼 Alpaca Paper Trading Dashboard
Top strategies are executed in a live Alpaca paper trading account. Full performance dashboard charts every trade with entry/exit markers and calculates Sharpe, Sortino, Calmar, Omega, Beta, S&P correlation, sector exposure, and return distribution.
Paper TradingLive ExecutionRisk MetricsSector Matrix
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