diff --git a/projects/forex_algo_trading.md b/projects/forex_algo_trading.md
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@@ -258,4 +258,66 @@ if __name__ == '__main__':
 
 ## Next Steps
 
-- Refine features, try different models, and develop a backtesting framework as you progress.
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+- Refine features, try different models, and develop a backtesting framework as you progress.
+
+---
+
+# From Backtesting to Live Trading with Backtrader and Oanda
+
+## Setup and Installation
+
+- **Install Required Packages**
+  ```bash
+  pip install backtrader oandapyV20
+  ```
+
+- **Oanda API Credentials**
+  - Obtain API credentials from your Oanda demo account.
+
+## Backtesting
+
+### 1. Data Preparation
+- Fetch historical data using Oanda's API for your target currency pairs.
+
+### 2. Strategy Development
+- Code your trading strategy within a subclass of `bt.Strategy`.
+- Define indicators, entry and exit logic.
+
+### 3. Backtesting Execution
+- Initialize a `bt.Cerebro()` engine, adding your strategy and data.
+- Set initial capital and other parameters.
+- Run backtest and analyze results using Backtrader's built-in analyzers.
+
+## Transition to Paper Trading
+
+### 1. Configure Live Data Feed
+- Setup a live data feed from Oanda using the `oandapyV20` package.
+
+### 2. Integrate Oanda Demo as Broker
+- Configure Backtrader to use Oanda as the broker with your demo account credentials.
+- This simulates order execution in the demo environment.
+
+### 3. Run Paper Trading
+- Execute your strategy with Backtrader against the live data feed in simulation mode.
+- Monitor performance and make adjustments as necessary.
+
+## Going Live
+
+### 1. Strategy Review and Adjustment
+- Fine-tune your strategy based on insights gained from paper trading.
+
+### 2. Switch to Live Account
+- Change the API credentials in your script to those of your live Oanda account.
+
+### 3. Start Live Trading
+- Begin with the smallest lot sizes.
+- Closely monitor the strategy's live trading performance.
+
+## Key Considerations
+
+- **Monitoring**: Keep a close watch on your system's operation during live trading.
+- **Incremental Deployment**: Gradually increase your trading size based on the strategy's live performance.
+- **Continuous Improvement**: Regularly update your strategy based on live trading data and market conditions.
+
+This markdown guide outlines a focused and actionable path from developing and backtesting trading strategies with Backtrader and Oanda, to paper trading and eventually live trading.
+---
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