🪜System Architecture Overview
The AI Crypto Advisor platform employs a modular, microservices-based architecture designed for high availability, scalability, and security. The system consists of four primary layers that work in concert to deliver real-time cryptocurrency analysis and predictions:
Data Acquisition Layer:
On-chain data collectors (Ethereum, Polygon, BSC nodes)
Off-chain data aggregators (social media APIs, news feeds)
Chainlink oracles for verified price feeds
Custom web crawlers for alternative data sources
AI Processing Layer:
Distributed TensorFlow/PyTorch model servers
Apache Spark real-time data processing pipelines
Feature engineering modules (15+ dimension extractors)
Model training and validation clusters
Blockchain Interaction Layer:
Smart contract suite for prediction verification
IPFS storage nodes for model artifacts
Polygon-based transaction execution engine
The Graph indexing for efficient data querying
Application Layer:
React.js frontend with Web3.js integration
Mobile SDKs (iOS/Android)
Institutional API gateway
Notification and alerting systems
The architecture follows a hybrid decentralized design where computationally intensive AI processing occurs off-chain, while critical verification and transaction execution happen on-chain. This balances performance with blockchain's trustless benefits.
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