Algorithmic Trading

Discover how machine learning and the K-Means algorithm revolutionize technical analysis by automating the identification of support and resistance lines. This innovative tool eliminates human bias, enhances accuracy, and adapts to diverse market conditions. Learn how clustering historical price data uncovers hidden trading opportunities and paves the way for algorithmic strategies. Future updates will integrate Havan backtesting to optimize performance and risk assessment. Explore the future of smart trading today!

Discover a proven trading strategy that combines Stop-Loss orders with resistance levels to minimize risk and maximize profit potential. Learn how backtesting this approach on Havan revealed a smart balance between loss protection and breakout gains. Perfect for traders seeking disciplined risk management in volatile markets.

Stop-loss orders are a cornerstone of risk management in algorithmic trading. In systems like Havan, they automatically limit losses, enforce disciplined trading, and enhance backtest accuracy by simulating real-market conditions. Discover how strategic stop-loss placement protects capital, balances risk-reward ratios, and safeguards profits in volatile markets. Perfect for traders prioritizing stability and long-term success.

Discover how to maximize returns and minimize risk with AI-driven financial portfolio optimization. This project leverages the Havan program and real-time web scraping to build dynamic, data-driven portfolios. By integrating the Markowitz algorithm and market trends, it empowers traders to make smarter, profit-focused decisions—automatically.

Integrate Binance and Coinbase APIs into Havan to enable cryptocurrency trading. Access real-time data from NYSE, TSE, and crypto markets in one unified platform!

Revolutionize your trading strategy with Havan’s AI-powered Backtest Optimization! Leveraging advanced Genetic Algorithms and Particle Swarm Optimization (PSO), Havan now automates the selection of high-performing strategies using historical data. Whether you’re targeting trending markets or volatile ranges, this tool identifies optimal parameters—from entry points to risk management—to maximize profits and minimize risks. Say goodbye to manual trial and error and let AI do the heavy lifting. Perfect for traders at all levels, Havan’s optimizer delivers speed, precision, and adaptability.

I added a strategy involving Stop-Loss and Resistance levels to the backtest of Havan. Stop-Loss triggers automatic sell orders at predetermined price levels, while Resistance represents price levels the stock struggles to break, both crucial in financial trading.