High-Level Architecture
PumpmetAI’s architecture is designed for scalability, accuracy, and robustness, ensuring real-time insights and seamless user experience:
Data Ingestion Layer:
Collects data from blockchain nodes, APIs, social media platforms, and DEX feeds.
Utilizes WebSocket connections for real-time data streaming.
AI Processing Core:
Natural Language Processing (NLP): Analyzes sentiment and trends across social platforms.
Predictive Modeling: Employs machine learning algorithms, including Random Forests and LSTMs, to identify high-potential tokens.
Risk Scoring: Implements anomaly detection models to flag suspicious token activity.
Analytics Engine:
Aggregates and visualizes insights for users.
Provides customizable dashboards for real-time updates.
Community Layer:
Enables voting and project submission by token holders.
Integrates gamified elements like leaderboards and rewards systems.
Security and Compliance Module:
Ensures adherence to regulatory frameworks.
Implements secure token authentication and encryption protocols.
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