CRYPTO MARKET PATTERN SCANNER
Cryptocurrency & Blockchain
Developed a desktop application for continuous monitoring of cryptocurrency markets that automatically scans hundreds of trading pairs, detects predefined technical patterns, and identifies potential market entry opportunities in real time.
PROJECT OVERVIEW
The application periodically analyzes market data from multiple cryptocurrency trading pairs and evaluates them against configurable technical patterns.
Instead of manually monitoring hundreds of charts, traders receive a filtered list of assets where predefined market conditions have been detected.
The platform is designed as a standalone desktop application with a responsive interface, real-time updates, and configurable scanning intervals.
WORKFLOW
• Load hundreds of cryptocurrency trading pairs.
• Retrieve the latest market data.
• Update historical candle information.
• Analyze each symbol using configurable pattern rules.
• Detect potential entry signals.
• Rank opportunities by confidence or priority.
• Display matching pairs in the desktop application.
• Continue monitoring automatically at configurable intervals.
PATTERN ANALYSIS
The scanner evaluates market data using configurable technical rules.
Supported analysis includes:
• Candlestick pattern detection.
• Price action analysis.
• Multi-timeframe comparison.
• High and low matching.
• Trend confirmation.
• Signal filtering.
• Configurable thresholds.
• Custom trading rules.
New patterns can be added without changing the overall application architecture.
DESKTOP APPLICATION
The application provides a real-time dashboard including:
• Trading pair list.
• Current market price.
• Detected pattern.
• Timeframe.
• Signal timestamp.
• Last update time.
• Monitoring status.
• Sorting and filtering tools.
The interface is optimized for continuous monitoring with automatic updates and responsive performance.
KEY FEATURES
• Continuous market monitoring.
• Hundreds of trading pairs.
• Configurable scan intervals.
• Technical pattern detection.
• Multi-timeframe analysis.
• Signal prioritization.
• Desktop dashboard.
• Automatic market updates.
• Historical candle processing.
• Configurable trading rules.
• Duplicate signal prevention.
• Detailed logging.
• Multithreaded processing.
• Scalable architecture.
TECHNOLOGY
Python, Desktop GUI, Cryptocurrency Exchange APIs, REST API Integration, JSON, SQLite, Multithreading, Technical Analysis and Real-Time Data Processing.
RESULT
The application automates the process of monitoring large cryptocurrency markets by continuously scanning hundreds of trading pairs and identifying assets that match predefined technical patterns. It significantly reduces manual chart analysis and provides traders with a focused list of potential market opportunities while keeping all monitoring centralized within a desktop application.
For confidentiality reasons, proprietary trading strategies, pattern definitions, threshold values, and internal analysis algorithms are not included.
PROJECT OVERVIEW
The application periodically analyzes market data from multiple cryptocurrency trading pairs and evaluates them against configurable technical patterns.
Instead of manually monitoring hundreds of charts, traders receive a filtered list of assets where predefined market conditions have been detected.
The platform is designed as a standalone desktop application with a responsive interface, real-time updates, and configurable scanning intervals.
WORKFLOW
• Load hundreds of cryptocurrency trading pairs.
• Retrieve the latest market data.
• Update historical candle information.
• Analyze each symbol using configurable pattern rules.
• Detect potential entry signals.
• Rank opportunities by confidence or priority.
• Display matching pairs in the desktop application.
• Continue monitoring automatically at configurable intervals.
PATTERN ANALYSIS
The scanner evaluates market data using configurable technical rules.
Supported analysis includes:
• Candlestick pattern detection.
• Price action analysis.
• Multi-timeframe comparison.
• High and low matching.
• Trend confirmation.
• Signal filtering.
• Configurable thresholds.
• Custom trading rules.
New patterns can be added without changing the overall application architecture.
DESKTOP APPLICATION
The application provides a real-time dashboard including:
• Trading pair list.
• Current market price.
• Detected pattern.
• Timeframe.
• Signal timestamp.
• Last update time.
• Monitoring status.
• Sorting and filtering tools.
The interface is optimized for continuous monitoring with automatic updates and responsive performance.
KEY FEATURES
• Continuous market monitoring.
• Hundreds of trading pairs.
• Configurable scan intervals.
• Technical pattern detection.
• Multi-timeframe analysis.
• Signal prioritization.
• Desktop dashboard.
• Automatic market updates.
• Historical candle processing.
• Configurable trading rules.
• Duplicate signal prevention.
• Detailed logging.
• Multithreaded processing.
• Scalable architecture.
TECHNOLOGY
Python, Desktop GUI, Cryptocurrency Exchange APIs, REST API Integration, JSON, SQLite, Multithreading, Technical Analysis and Real-Time Data Processing.
RESULT
The application automates the process of monitoring large cryptocurrency markets by continuously scanning hundreds of trading pairs and identifying assets that match predefined technical patterns. It significantly reduces manual chart analysis and provides traders with a focused list of potential market opportunities while keeping all monitoring centralized within a desktop application.
For confidentiality reasons, proprietary trading strategies, pattern definitions, threshold values, and internal analysis algorithms are not included.