🪜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:

1. 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

1. 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

1. 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

1. 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.