This Challenge was posted 3 months ago

 

Multi-Quellen-Trading-Bot

Ein hochflexibler Trading-Bot mit KI-gesteuerter Multi-Quellen-Signalverarbeitung, adaptivem Risikomanagement und vollautomatisierter Trade-Execution für Aktien und Kryptowährungen.Automatische Trading-Signal Erkennung, Echtzeit-Signalverarbeitung und Validierung mit maschinellem Lernen und risikobasiertem Trade-Management, Exekution und Backtesting zur Strategieentwicklung. Ermöglicht eine viel größere Marktübersicht wie bestehende frei verfügbare Systeme.

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The Problem:

75% of trading signals are spam or outdated by the time manual traders react

Existing bots are either too expensive (€200+/month), lack AI validation, or don't support multiple signal sources

Manual trading misses profitable opportunities due to human delays and emotional decisions

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Our Solution: SignalCortex:

A modular, AI-driven trading bot that aggregates signals from Telegram, WhatsApp, and social media, validates them through 5-stage verification, and executes trades with military-grade risk management.

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Key Innovations:

Multi-Source Intelligence: First bot to combine Telegram channels, WhatsApp groups, and Twitter/Reddit sentiment in real-time

Cost-Optimized AI: Uses local FreqAI models (€0/month) with optional GPT-4 upgrades, saving 80% vs competitors

5-Stage Validation Pipeline: Signal classification → Live market check → Cross-source verification → Rule engine → Backtesting confirmation

Military-Grade Security: AES-256 encryption, zero-trust architecture, circuit breakers prevent catastrophic losses

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Technical Differentiators:

Sub-200ms latency from signal detection to trade decision

Modular microservices enable parallel development and independent scaling

Paper-to-live progression with 100+ successful simulated trades before real execution

Channel performance scoring automatically prioritizes high-alpha signal sources