Market automation.
Converting a market idea into explicit rules and observable signals.

The challenge

Market ideas are easy to describe loosely and difficult to express as consistent, testable rules. Automation requires precise triggers, reliable data, observable outcomes, and clear limits.

The approach

1. Translate a hypothesis into explicit inputs, conditions, actions, and stop states.
2. Separate monitoring and alerts from execution so risk can be controlled deliberately.
3. Record system behavior so rules can be reviewed instead of relying on memory or emotion.

What this work demonstrates

• Real-time systems and event processing
• Rules converted into testable, repeatable behavior
• Monitoring and safeguards designed into the workflow

This project demonstrates engineering and systems experience. It is not investment advice, a performance claim, or an offer of a trading strategy.