Paul

Paul

Automate Stock Trades with AI-Driven Technical Analysis & Alpaca Trading

πŸ“Š AI-Powered Stock Analysis & Auto-Trading Workflow

Supercharge your trading decisions with this end-to-end AI automation that connects market intelligence, technical analysis, and automated trade execution β€” all without manual intervention.
image.png

My results so far:

(100k paper trading account with the current template strategy)
image.png

πŸš€ What This Workflow Does

  • Live AI-Driven Market Scanning
    Integrates with Danelfin's AI scoring system to identify top stocks daily based on technical, fundamental, sentiment, and risk scores.

  • Advanced Technical & Trend Analysis
    Combines chart patterns, Fibonacci retracements, Bollinger Bands, MACD, RSI, EMA trends , and support/resistance detection with real-time news sentiment to produce clear, professional-grade analysis reports.

  • Chart Image AI Analysis
    Uses LLM-powered vision models to interpret candlestick charts visually and extract pattern, trend, and indicator insights.

  • Automated Trade Execution
    Integrates with Alpaca Paper Trading API for secure, rule-based buy/sell execution.
    Includes:

    • Risk management (position sizing, stop-loss/take-profit)
    • Account balance & purchasing power checks
    • No-repeat-loss policy
  • Data Storage & Strategy Memory
    Logs trades, PnL, and objectives in PostgreSQL for ongoing strategy refinement.

  • Automated Reporting
    Sends deep-dive market and trade reports directly to your email.


πŸ”— Integrated Services

  • Danelfin API – AI-based stock ranking
  • Supabase Vector Store – Strategy and knowledge retrieval
  • TwelveData API – Market prices & indicators
  • Chart-img API – TradingView chart generation
  • Alphavantage – News sentiment feed
  • Alpaca API – Automated order execution
  • OpenAI, Anthropic, Cohere, OpenRouter – Multi-model AI reasoning

πŸ“₯ Perfect For

  • Quantitative analysts testing strategies
  • Investors looking for data-backed, automated execution
  • Educational environments for learning AI-based market strategies
  • People who want to know Real results Results

πŸ’Ό What You Get

Full Setup

  • Pre-configured n8n workflow with all nodes and logic ready to run
  • Step-by-step API key integration guide for Danelfin, Alpaca, TwelveData, Alphavantage, Chart-img
  • Database logging setup with PostgreSQL schema
  • Automated email reporting template

Detailed Description

  • Explanation of every sub-agent and AI integration
  • How the strategy agent selects stocks based on AI scores and past trades
  • Deep technical indicators breakdown (EMA, RSI, MACD, Fibonacci, Bollinger, Support/Resistance)
  • Risk management methodology and allocation rules

Examples

  • Daily Automated Analysis: Every morning the system emails you the top 3 stocks to watch, with price, chart, and sentiment score
  • Trade Execution: System buys AAPL with a defined stop-loss and take-profit based on technical setup
  • Chatbot Mode: Ask β€œWhat's the trend on TSLA?” and get a concise, professional-grade market report instantly

πŸ’‘ Why You'll Love It

This isn't just an automation β€” it's a full-stack AI trading assistant that thinks , analyzes , and executes while keeping risk in check. From sourcing the idea to placing the trade, it's all covered.


πŸ”‘ Get Started

Replace the placeholder API keys, set your trading preferences, and let the automation do the heavy lifting.

Do you want to automate your business?

Let's talk about your project