High-Level Architecture

PumpmetAI’s architecture is designed for scalability, accuracy, and robustness, ensuring real-time insights and seamless user experience:

1. Data Ingestion Layer:

   • Collects data from blockchain nodes, APIs, social media platforms, and DEX feeds.

   • Utilizes WebSocket connections for real-time data streaming.

2. 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.

3. Analytics Engine:

   • Aggregates and visualizes insights for users.

   • Provides customizable dashboards for real-time updates.

4. Community Layer:

   • Enables voting and project submission by token holders.

   • Integrates gamified elements like leaderboards and rewards systems.

5. Security and Compliance Module:

   • Ensures adherence to regulatory frameworks.

   • Implements secure token authentication and encryption protocols.