TradeBotX Crypto Trading Bot

Core System Deliverables

Data Ingestion Pipeline

  • Real-time & historical market data (Binance API)
  • Data cleaning, normalization, feature engineering
  • Scheduled ETL pipelines

Machine Learning Pipeline

  • Training, validation & testing framework
  • LSTM, XGBoost, RL support
  • Hyperparameter tuning & experiment tracking
  • Model versioning & rollback

Trading Engine

  • Rule-based + ML execution logic
  • Market/limit orders with risk control
  • Slippage, fees, liquidity handling
  • Paper & live trading modes

Backend & Infrastructure

API Layer

  • REST / GraphQL APIs
  • JWT authentication
  • Rate limiting & validation

State Management

  • Persistent trade storage
  • WebSocket real-time sync
  • Fault tolerance & recovery

Database

  • Time-series DB (prices)
  • Relational/NoSQL (users & logs)
  • Backup & disaster recovery

Frontend Application

Dashboard

  • ShadCN UI + responsive design
  • Live charts & indicators
  • P/L & trade history
  • Model insights

UX Features

  • Dark/light mode
  • Custom parameters
  • Alerts & notifications

Analytics & Monitoring

Performance

  • Real-time & historical P/L
  • Sharpe ratio, drawdown
  • Strategy comparison

Logging

  • Centralized logging
  • Error alerts & monitoring
  • System health dashboards

Security & Risk

  • Encrypted API keys
  • Role-based access
  • Risk limits & stop-loss
  • Overtrading protection

DevOps & Deployment

CI/CD

  • Automated testing & deployment
  • Version control integration

Cloud

  • AWS / GCP / Azure
  • Docker containers
  • Auto-scaling & load balancing

Testing & Validation

  • Unit & integration testing
  • Backtesting engine
  • Forward (paper) testing

Documentation

  • Architecture docs
  • Swagger/OpenAPI
  • Model documentation
  • User guide

Advanced (Optional)

  • Multi-asset trading
  • Sentiment analysis
  • Reinforcement learning agent
  • Mobile app
  • Copy trading

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