Automating Overnight Trading Strategy Selection with an Algorithmic Tournament

Manual backtesting of multiple trading strategies is time-consuming and error-prone; this system automates the process by running algorithms in parallel overnight and ranking them by Sharpe ratio and win rate. It democratizes strategy optimization for both traders and developers, replacing weeks of manual analysis with an automated nightly tournament that delivers actionable performance insights.