ML Trading Bot

20 hours agoThis strategy is specifically tailored for the **Pionex ETH/USDT Perpetual** pairing, as shown in the reference image. It identifies optimal long and short entry points within the price range of $1400 to $5000, leveraging volume-based conditions and a choppiness index to filter out high-risk, trending markets. The strategy includes:

- Volume Filtering: The 24-hour volume is calculated to ensure significant trading activity, with a threshold of 9 million to validate entry.

- Choppiness Index: A choppiness index (CI) is used to identify choppy, non-trending conditions, with entries occurring when CI is either low (below 45) or high (above 65).

- Entry Points: The predefined price levels for both short and long entries are dynamically adjusted based on current price proximity and conditions met. These entry points are generated through a **proprietary Python script** utilizing machine learning models, ensuring that the algorithm adapts to changing market conditions.

- Risk Management: Includes take-profit and stop-loss levels of 2.1% and 0.7% respectively, for both long and short positions, ensuring disciplined exits.

- Customization: The strategy incorporates real-time price and volume checks, with options to adjust target currencies and timeframes for volume calculations.

This strategy is optimized for trading ETH/USDT perpetual contracts on Pionex, particularly in choppy markets where price fluctuates within specific levels, providing controlled risk and profit targets.