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AI Automation
Automated Crypto Analysis System
AI-Powered Technical Analysis and Daily Signals via n8n and Binance API
Project Overview
A fully automated technical analysis system that analyzes 40 halal mid-cap coins across 5 timeframes and delivers the top 10 picks per timeframe straight to the inbox.
Automated Crypto Analysis System
Technical Architecture
The Automated Crypto Analysis system comprises the following components:
Daily Trigger Fires the workflow to begin the analysis cycle, delivering picks daily
Fetch Coins from List Pulls the list of 40 halal mid-cap coins to be analyzed in the current run
Map to Binance Symbols Maps each coin to its corresponding Binance trading pair for API compatibility
Fetch Binance OHLCV Pulls live Open, High, Low, Close, and Volume data from Binance's public API across all 5 timeframes
Technical Analysis Engine Runs each coin through a custom JavaScript scoring engine built in n8n, ranking coins based on 10+ technical indicators across two weighted categories
Format Email Report Structures the ranked output into a clean, readable email format with entry price, target, stop-loss, and risk/reward ratio per pick
Send Email Delivers the final report to the inbox via SMTP
Scoring Engine
The custom scoring engine ranks coins using two weighted indicator categories:
Price Action indicators weighted at 60% covering Support and Resistance, Volume Analysis, Moving Averages, and Candlestick Patterns
Momentum indicators weighted at 40% covering RSI, MACD, Bollinger Bands, Stochastic RSI, and ATR
Outcomes & Impact
Eliminated hours of daily manual chart analysis across multiple timeframes
Delivers 50 ranked picks daily across 1H, 24H, 7D, 1M, and 4M timeframes
Each pick includes entry price, target, stop-loss, and risk/reward ratio
Built entirely on free tools with no paid subscriptions required
Production-ready system running daily without manual intervention
Project Info
Category
AI Automation
Key Features
Analyzes 40 halal mid-cap coins across 5 timeframes daily
Custom JS scoring engine with 10+ technical indicators
Two-tier weighted scoring: 60% price action, 40% momentum
50 ranked picks delivered daily with full trade parameters
Built entirely on free tools with no paid subscriptions required
Tech Stack
n8nBinance Public APICoinGecko Free APICustom JS Scoring EngineSMTP
Tags
AutomationAIn8nCryptoTradingTechnical AnalysisBinance