Built for Scale

System Architecture

Our 5-layer architecture ensures reliable, scalable, and secure memecoin analysis with sub-millisecond latency.

Architecture Overview

High-level view of our system components and data flow

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System Layers

Execution Layer

Secure trading execution and hardware wallet integration

Components

Hardware Wallet Integration
DEX Smart Contracts
AWS KMS/Vault
Transaction Signing
Risk Management
Alert System

Technologies

Web3.py
AWS KMS
Hardware Wallets
DEX APIs

Real-time Decision Engine

AI-powered decision making and signal generation

Components

Filtering Logic
Decision Policies
Score Calculation
Action Determination
Confidence Metrics
Risk Assessment

Technologies

Python
Scikit-learn
NumPy
Pandas

Processing & Analysis

Machine learning models and pattern recognition

Components

Hugging Face NLP
Pattern Generator
Logistic Regression
Sentiment Analysis
Volume Analysis
Trend Detection

Technologies

Hugging Face
Transformers
Scikit-learn
TensorFlow

Data Storage

High-performance databases and caching systems

Components

Postgres Database
TimescaleDB
Redis Cache
Data Archiving
Backup Systems
Data Validation

Technologies

PostgreSQL
TimescaleDB
Redis
Backup Solutions

Data Ingestion

Real-time data collection from multiple sources

Components

GMGN WebSocket
Twitter API
Telegram Bot
Blockchain RPC
Data Normalization
Rate Limiting

Technologies

WebSocket
REST APIs
aiohttp
Web3.py

Infrastructure & Operations

Supporting Components

Essential components that ensure system reliability, monitoring, and security

Monitoring & Observability

Comprehensive monitoring and alerting system

Prometheus
Grafana
AlertManager
Logging

Infrastructure

Containerized deployment and orchestration

Docker
Kubernetes
Helm
CI/CD

Message Queue

Asynchronous task processing and messaging

RabbitMQ
Celery
Redis
Task Scheduling

Security

Enterprise-grade security and compliance

AWS KMS
Vault
Encryption
Audit Logs

Technical Specifications

Performance metrics and system requirements

Data Flow Architecture

How data moves through our system from ingestion to execution

1

Data Ingestion

Real-time data from GMGN, social media, and blockchain

2

Storage & Caching

Postgres + TimescaleDB for persistence, Redis for caching

3

AI Processing

Hugging Face NLP, pattern recognition, and ML models

4

Decision Engine

Score calculation and BUY/SELL/HOLD/FOLLOW decisions

5

Execution

Secure execution through hardware wallets and DEX