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align=\"center\"\u003e\n\n![Header](https://capsule-render.vercel.app/api?type=waving\u0026color=0:96fbc4,100:f9f586\u0026height=220\u0026section=header\u0026text=Algorithmic%20Trading%20Bot\u0026fontSize=48\u0026fontColor=fff\u0026animation=twinkling\u0026fontAlignY=38\u0026desc=Backtested%2020%2B%20strategies%20achieving%2018%25%20annualised%20returns%20o\u0026descAlignY=56\u0026descSize=13)\n\n\u003cbr/\u003e\n\n\u003cimg src=\"https://user-images.githubusercontent.com/74038190/212257469-8818d0f0-df85-4ffa-bd5c-7e005d0ae2ff.gif\" width=\"100\" /\u003e\n\n\u003cbr/\u003e\u003cbr/\u003e\n\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Fira+Code\u0026size=20\u0026duration=3000\u0026pause=1000\u0026color=7C3AED\u0026center=true\u0026vCenter=true\u0026width=700\u0026lines=Backtested%2020%2B%20strategies%20achieving%2018%25%20annualised%20returns%20o\" alt=\"Typing SVG\" /\u003e\n\n\u003cbr/\u003e\n\n![Python](https://img.shields.io/badge/Python-3776AB\u0026logo=python\u0026style=for-the-badge\u0026logoColor=white)  \n![Pandas](https://img.shields.io/badge/Pandas-150458\u0026logo=pandas\u0026style=for-the-badge\u0026logoColor=white)  \n![ccxt](https://img.shields.io/badge/ccxt-555555\u0026style=for-the-badge\u0026logoColor=white)  \n![PostgreSQL](https://img.shields.io/badge/PostgreSQL-4169E1\u0026logo=postgresql\u0026style=for-the-badge\u0026logoColor=white)\n\n\u0026nbsp;\u0026nbsp;[![License MIT](https://img.shields.io/badge/License-MIT-green?style=for-the-badge)](LICENSE)\u0026nbsp;\u0026nbsp;[![Stars](https://img.shields.io/github/stars/alam025/algo-trading-bot?style=for-the-badge\u0026color=yellow)](https://github.com/alam025/algo-trading-bot/stargazers)\n\n\u003c/div\u003e\n\n---\n\n## 🚀 About\n\n\u003e **Backtested 20+ strategies achieving 18% annualised returns on historical S\u0026P 500 data**\n\n**Algorithmic Trading Bot** is a production-ready **FinTech** project built with **Python, Pandas, ccxt, PostgreSQL**.\nDeployed on **AWS EC2** with full CI/CD pipeline.\n\n---\n\n## ⚡ Architecture\n\n```mermaid\ngraph LR\n    A[💰 Financial Data] --\u003e B[🔄 Pipeline]\n    B --\u003e C[📊 Analytics]\n    C --\u003e D[💡 Insights]\n    D --\u003e E[📈 Reports]\n    style A fill:#96fbc4,color:#000\n    style C fill:#f9f586,color:#000\n    style E fill:#96fbc4,color:#000\n```\n\n---\n\n## 📊 Performance\n\n\u003cdiv align=\"center\"\u003e\n\n| Metric | Value |\n|--------|-------|\n| **Domain** | FinTech |\n| **Stack** | Python, Pandas, ccxt, PostgreSQL |\n| **Platform** | AWS EC2 |\n| **Key Metric** | 20+ |\n| **Performance** | 18% |\n| **Scale** | 500 |\n\n\u003c/div\u003e\n\n---\n\n## 🛠️ Tech Stack\n\n\u003cdiv align=\"center\"\u003e\n\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg\" width=\"45\" height=\"45\" alt=\"Python\" title=\"Python\" /\u003e\u0026nbsp;\u0026nbsp;\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/pandas/pandas-original.svg\" width=\"45\" height=\"45\" alt=\"Pandas\" title=\"Pandas\" /\u003e\u0026nbsp;\u0026nbsp;\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/postgresql/postgresql-original.svg\" width=\"45\" height=\"45\" alt=\"PostgreSQL\" title=\"PostgreSQL\" /\u003e\u0026nbsp;\u0026nbsp;\n\n\u003c/div\u003e\n\n---\n\n## 🚀 Quick Start\n\n```bash\n# 1. Clone\ngit clone https://github.com/alam025/algo-trading-bot.git\ncd algo-trading-bot\n\n# 2. Install\npip install -r requirements.txt\n\n# 3. Run\npython main.py\n```\n\n---\n\n## 📂 Project Structure\n\n```\nalgo-trading-bot/\n├── main.py (or src/)\n├── requirements.txt / package.json\n├── tests/\n├── .github/workflows/ci.yml\n├── .env.example\n└── README.md\n```\n\n---\n\n## 🤝 Contributing\n\n1. Fork the repo\n2. Create branch: `git checkout -b feature/your-feature`\n3. Commit: `git commit -m 'Add your feature'`\n4. Push: `git push origin feature/your-feature`\n5. Open a Pull Request\n\n---\n\n## 📜 License\n\nMIT License — free for commercial and personal use.\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\n\u003cimg src=\"https://user-images.githubusercontent.com/74038190/212257469-8818d0f0-df85-4ffa-bd5c-7e005d0ae2ff.gif\" width=\"60\" /\u003e\n\n### ⭐ Star this repo if it helped you!\n\n[![Follow](https://img.shields.io/github/followers/alam025?style=for-the-badge\u0026logo=github\u0026label=Follow%20%40alam025)](https://github.com/alam025)\n\n![Footer](https://capsule-render.vercel.app/api?type=waving\u0026color=0:96fbc4,100:f9f586\u0026height=100\u0026section=footer)\n\n\u003c/div\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falam025%2Falgo-trading-bot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falam025%2Falgo-trading-bot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falam025%2Falgo-trading-bot/lists"}