Algorithmic TradingPlatform in Real Time
A distributed, event-driven system for automating trading strategies. It processes market data in real time, generates signals, and automatically executes orders across multiple exchanges.
Beyond trading
This is not a trading bot. It's a real-time processing and decision automation platform. The same architecture that executes orders in financial markets can be applied to any domain requiring instant reaction to events.
Fintech
Automated execution in financial markets
Logistics
Automatic responses to delivery and routing events
IoT
Real-time processing of sensor signals
Monitoring
Intelligent alerts and live dashboards
Data Pipelines
Event-driven data ingestion and transformation
The limits of manual trading
Manual trading imposes hard physical and human constraints that no trader can overcome: reaction speed, execution consistency, and the ability to monitor multiple markets simultaneously.
Impossible to react in milliseconds to market movements
Inconsistent execution: emotions affect decision-making
Limited capacity: one trader can't monitor 100+ pairs simultaneously
Without automation, every strategy demands constant manual attention
Event-driven architecture
A complete platform was designed and built on event-driven architecture, with real-time processing, a configurable strategy engine, and automated multi-exchange execution.
- Persistent WebSocket connections to live markets
- Real-time calculation: RSI, SMA, EMA, MACD and more
- Automatic buy/sell signal generation
- Fully automated execution — no human intervention
- Active operations and metrics visualized in real time
- Live performance tracking per bot and trading pair
- Bot and strategy configuration from the interface
- Paper Trading: strategy validation with zero real risk
How the system flows
Five stages in sequence — from the market signal to the automatically executed order.
Market
Live data
WebSocket
Continuous ingestion
Engine
Strategies & indicators
Signal
Buy or sell
Order
Auto-execution
The System in Detail
System engineering
Persistent WebSockets: continuous data flow without polling
JWT authentication + granular role-based permissions per user
Exchange API keys encrypted at rest in the database
Paper Trading: strategy validation with zero real risk
Support for 1000+ simultaneous bots with optimized subscriptions
Exchanges & integrations
Binance
Integration with Binance API for order execution on the world's largest crypto exchange.
Bitunix
Bitunix support with an architecture ready to plug in any additional exchange.
Paper Trading
Simulation environment to validate strategies risk-free before going live.
My role
Full-stack development and complete system architecture.
- 01Event-driven architecture design
- 02Real-time processing engine implementation
- 03Exchange integrations (Binance, Bitunix)
- 04Dashboard and visualization development
- 05Scalability design and performance optimization
Tech stack
System outcomes
Complete trading process automation: zero manual intervention required
Simultaneous execution of multiple strategies in parallel
Infrastructure built to scale to high-volume operations
Simulation system that eliminates risk during strategy validation
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From event-driven architecture to production dashboard. We design and build the complete solution.