🚀 AI-Indicator-Optimizer - Nautilus-First Architecture

Enterprise-Grade AI Trading System

🎯 Project Overview

Das AI-Indicator-Optimizer System nutzt das MiniCPM-4.1-8B Vision-Language Model zur Analyse von EUR/USD Forex-Daten sowohl numerisch (Indikatoren) als auch visuell (Chart-Patterns) zur automatischen Generierung optimierter Pine Script Trading-Strategien.

🖥️ Hardware-Optimierung

Optimiert für High-End Hardware:

• CPU: AMD Ryzen 9 9950X (32 Threads)
• GPU: NVIDIA RTX 5090 (32GB VRAM)
• RAM: 192GB DDR5
• Storage: Samsung 9100 PRO NVMe SSD

🏗️ Nautilus-First Architecture

┌─────────────────────────────────────────┐
│         NAUTILUS TRADER CORE            │
│    (Rust/Cython High-Performance)       │
└─────────────────┬───────────────────────┘
                  │
┌─────────────────┼─────────────────────────────────┐
│                 │                                 │
▼                 ▼                                 ▼
Data Adapters → AI Strategy Engine → Execution Engine

📊 Current Status

• Phase: Phase 1 - Nautilus Foundation
• Progress: 0% (Planning)
• Timeline: 22 weeks total
• Target: Q3 2026 completion

🎯 Success Metrics

• Sharpe Ratio: >2.0
• Max Drawdown: <5%
• Win Rate: >65%
• Latency: <10ms

📋 Documentation

• Project Specification
• Project Tracker
• Nautilus Tasks

🔄 Development Process

1. GitHub Issues: Track all tasks and milestones
2. Project State: JSON-based state management
3. Session Context: Maintain continuity across chat sessions
4. Automated Backups: Regular GitHub synchronization

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🎯 This project represents the cutting edge of AI-driven trading system development.