Experienced Ai Developer for Cryptocurrency Trading Bot Enhancement

We are seeking an experienced AI developer to significantly enhance our existing cryptocurrency trading bot. The primary goal is to improve the bot's prediction accuracy for Bitcoin price movements (up or down) over 5-minute intervals. Beyond prediction, the project requires a comprehensive review and optimization of the bot's core components, including:

1.  **Prediction Accuracy:** Implement advanced machine learning models and techniques to achieve higher accuracy in forecasting short-term Bitcoin price trends.
2.  **Trading Logic Enhancement:** Refine and optimize the current trading algorithms to capitalize more effectively on market predictions and improve overall profitability.
3.  **Robust Risk Management:** Develop and integrate sophisticated risk management strategies to protect capital and minimize potential losses during volatile market conditions.
4.  **Code Optimization:** Review and refactor the existing codebase for improved performance, scalability, and maintainability.

The ideal candidate will have a strong background in Python programming, extensive experience with machine learning frameworks, a deep understanding of algorithmic trading principles, and practical experience within cryptocurrency markets. A proven track record of developing or improving trading systems is highly desirable.