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This paper introduces a novel, *end-to-end trading system* that uses *Large Language Models (LLMs)**, specifically **FinGPT**, to analyze real-time market sentiment from news and social media. The system **integrates this sentiment analysis with traditional technical indicators* to generate actionable trading signals. Its architecture, deployed using *Kubernetes for scalability**, aims to provide more informed trading decisions by combining advanced language understanding with established market analysis techniques. The research **benchmarks FinGPT against other models* in sentiment analysis and **backtests the trading system**, demonstrating the potential benefits of incorporating LLM-driven sentiment into trading strategies. The research paper can be found here: https://arxiv.org/pdf/2502.01574 Nosacapital on (Binance Square): https://www.binance.com/en/square/pro... Unlock Professional Trading with Quantfury – No Fees, No Spreads! Ready to take your trading to the next level? Quantfury gives you access to real-time prices, zero fees, and no spreads – just like the pros. 🔹 Trade Stocks, Crypto, and Forex 🔹 No Hidden Fees or Commissions 🔹 Real-Time Market Prices 🔹 Instant Execution – 24/7 Access Start trading smarter today and maximize your profits with Quantfury. Sign up through my link and get started with an exclusive bonus! 👉 Sign up here: https://quantfury.com and use invite code: G21CYN85 Painless trading for everyone particularly complete beginners. Get started on an easy to use and understand platform. Trade stocks, commodities, crypto, and even uniques. These include Apple, Nvidia, Bitcoin, Crude Oil, and even Gold Watches and Sneakers. Open an account today and get free tokens to start your trading journey. Register here: https://morpher.com/invite/1581349140117 Nosacapital Link: https://linktr.ee/nosacapital Nosacapital on Twitter: @nosacapital Nosacapital on YouTube: @nosacapital #nosacapital #llm #ai #trading #tradingsystem #sentimentanalysis #kubernetes #tradingindicators