Stock Trading Bots

We worked with an independent trading firm to build and backtest algorithmic trading strategies that execute automatically based on technical indicators, market sentiment, and custom risk parameters.

The challenge

The traders had profitable manual strategies but couldn't execute them consistently across multiple markets and time zones. Emotional decision-making during volatile periods led to deviations from their own rules, and opportunities were missed during off-hours.

What we built

We codified their trading rules into algorithmic strategies, built a backtesting framework against 10 years of historical data, and deployed the system with real-time execution, position sizing, and risk management guardrails. The traders retain full control over strategy parameters and can pause execution at any time.

Results

• Strategies backtested across 10 years of market data before live deployment
• Execution consistency improved — no more emotional deviations from strategy
• 24/7 market monitoring across multiple exchanges and time zones