📉 Delta EMA Order Placer — Algorithmic Crypto Trading

Delta EMA Order Placer is a specialized algorithmic trading utility engineered for the Delta Exchange ecosystem. It automates the execution of trend-following strategies using Exponential Moving Average (EMA) crossover logic, enabling traders to lock in entries and exits with mathematical precision and zero emotional bias.

Combining Python’s analytical power with a lightweight Dash interface, it provides a “set-and-forget” solution for managing high-volatility crypto positions.

🛠️ Technology Stack

✨ Features at a Glance

🤖 High-Precision Algo Engine

EMA Crossover Strategy: Automated Long/Short entry triggers based on fast and slow EMA intersections.
Low-Latency Execution: Direct integration with Delta Exchange’s REST API for rapid order placement.
Real-Time Data Streaming: Uses WebSockets to ingest live price ticks, ensuring the strategy acts on the most current data.

🖥️ Monitoring Dashboard

Visual Analytics: A clean Dash interface that displays live account balance, current positions, and active PnL.
Interactive Charts: Dynamic Plotly charts showing the price action overlaid with your configured EMA lines.
Execution Logs: A real-time terminal window inside the dashboard that tracks every API call and trade decision.

⚙️ Risk Management

Automated Stop-Loss/Take-Profit: Once an order is placed, the system can automatically attach exit triggers to protect your capital.
Dynamic Position Sizing: Configurable risk-per-trade settings that adjust based on your current wallet balance.

📁 Project Structure

delta-ema-placer/
├── app.py               # Main Dash Application & UI logic
├── engine/              # Core Trading Logic
│   ├── strategy.py      # EMA Crossover implementation
│   ├── delta_api.py     # Wrapper for Delta Exchange REST/WS
│   └── logger.py        # Professional trade logging
├── config/              # User Configuration
│   └── settings.yaml    # EMA periods, Risk settings, Symbols
├── utils/               # Technical Analysis helpers
└── requirements.txt     # Python dependencies

🚀 Installation & Setup

1. Prerequisites

Python 3.9+
Delta Exchange Account (with API Key and Secret)

2. Clone & Install

git clone https://github.com/aditya-2129/delta_ema_order_placer_dash_window.git
cd delta_ema_order_placer_dash_window
pip install -r requirements.txt

3. API Configuration

Create a config/secrets.json file (or use environment variables):

{
  "api_key": "your_delta_key",
  "api_secret": "your_delta_secret"
}

4. Adjust Strategy

Edit config/settings.yaml:

symbol: "BTCUSD"
ema_fast: 9
ema_slow: 21
risk_percentage: 2.0

5. Launch Dashboard

python app.py

Visit http://localhost:8050 to monitor the algorithm.

⚠️ Disclaimer

Trading cryptocurrencies involves significant risk. This tool is for educational and portfolio demonstration purposes. Always test on a testnet before using real capital.

📄 License

Distributed under the MIT License.

Designed & Developed by Aditya (aka aditya-2129)