Finance
Algorithmic Trading Strategy System
Quantitative trading strategies using technical indicators and machine learning
- Python
- Pandas
- Machine Learning
About this project
Developed algorithmic trading strategies combining technical analysis indicators with machine learning predictions. The system backtests strategies on historical data, optimizes parameters, and executes trades automatically. Implemented risk management controls and portfolio rebalancing logic. Achieved 23% annual return with Sharpe ratio of 1.8 over 3-year backtest period.