Trading API and Automation – Quantageddon 2.0 @ IIT Chennai
This presentation from the Quantageddon 2.0 workshop at IIT Chennai is a hands-on guide to setting up your own trading desk using Python and OpenAlgo. Whether you’re a beginner exploring algorithmic trading or a seasoned quant developer, this deck walks you through: • The fundamentals of trading strategies • Essential Python libraries for data, technical analysis, and backtesting • Real-time market interaction using OpenAlgo APIs • Live execution with WebSocket and REST API • Visualizing strategies using TradingView and Plotly • Integrating with brokers, and • End-to-end code snippets for historical data, order placement, and real-time LTP feeds Also included: An architectural overview of OpenAlgo, an open-source, self-hostable algo trading platform built for the next-gen trading automation stack. Perfect for coders, quants, and FinTech enthusiasts. 📎 Download OpenAlgo → https://openalgo.in
Trading API and Automation – Quantageddon 2.0 @ IIT Chennai
- 1. Algo Trading Workshop Quantageddon 2.0 – IIT Chennai. www.openalgo.in API and Trade Automation
- 2. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 3. What is a Trading Strategy? Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 4. Python Libraries for Trading Automation 🧠 Core Data & Analysis • NumPy – Fast numerical computing, arrays, and vectorized math. • Pandas – Powerful data analysis and time-series manipulation. 📈 Technical Analysis • TA-Lib – C-based library for 150+ technical indicators (very fast). • pandas_ta – Pandas-native technical indicators, easy to use. 🧪 Backtesting & Performance • VectorBT – Fast portfolio backtesting and performance metrics. • Use with OpenAlgo data to test strategies on real historical data. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 5. Live Market Interaction (via OpenAlgo) ⚙️Live Market Interaction (via OpenAlgo) • OpenAlgo SDK (custom module or REST API) for: • Historical OHLC data • Live Quotes & Market Depth • Order Execution • WebSocket for LTP / Trades / Events 📊 Charting & Visualization • TradingView Lightweight Charts (via HTML/JS embed or pywebview) – Professional charting in a lightweight web UI. • Plotly / Matplotlib – Optional for advanced visualization or debugging. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 6. VectorBT Backtesting Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 7. Backtesting Metrics Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 8. Trade List Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 9. Equity Curve & Drawdown
- 10. Integrating Trading Strategy with the Broker Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 11. What is OpenAlgo? openalgo.in ● Self Hostable Algo Trading Platform ● 100% OpenSource (Free to use, modify, distribute) ● AGPL v3 License ● Runs on Mac OS, Windows, Linux, VPS, Cloud Servers ● Supports Static IP ● Connects your favorite Trading Software’s Python, Tradingview, Amibroker, Excel, Metatrader etc Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 13. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 14. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 15. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 16. OpenAlgo High Level Architecture Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 17. Why OpenAlgo? Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 18. Python Code to Fetch RELIANCE 1- Min Data (Last 30 Days) Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 19. Python Code to Place Order in Reliance Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 20. Python Code to get realtime streaming data Quantageddon 2.0 – IIT Chennai. www.openalgo.in Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 21. List of Tools Required to Setup Python Strategy ●Broker API ●VS Code ●Python ●Git ●ChatGPT (Custom GPT) Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 22. Quantageddon 2.0 – IIT Chennai. www.openalgo.in
- 24. Thanks