Algorithmic Trading System
In ProgressHeiken Ashi momentum-based algorithmic trading system with automated signal generation.
Python Pandas Heiken Ashi Data Analysis
An algorithmic trading system focused on Heiken Ashi momentum strategies. The system analyzes market data, generates trading signals, and backtests strategies with historical data.
Strategy
The core approach uses Heiken Ashi candles to identify momentum shifts and trend continuations. The system combines multiple timeframe analysis with risk management rules to generate high-confidence trade signals.
Components
- Signal Generator — analyzes Heiken Ashi candle patterns across multiple timeframes
- Backtesting Engine — tests strategies against historical data with realistic assumptions about slippage and fees
- Risk Management — position sizing, stop-loss placement, and portfolio-level risk controls
- Data Pipeline — automated data collection and processing
Current Status
The system is in active development. Core backtesting infrastructure is complete. Currently optimizing signal generation parameters and building the live trading interface.