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One Month with My AI Trading Agent: Results and Insights | Laurentiu Raducu | August 2025

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Unveiling My AI Journey in Stock Trading 🚀

Feeling overwhelmed by the endless chatter around AI? I hear you! It reminds me of the dot-com bubble, where inflated valuations overshadowed real innovation. But, can AI be more than just hype? I set out to explore this by developing an LLM-based agent to analyze small and mid-cap US stocks.

Here’s how it works:

  • Data Scraping: Utilizes Perplexity’s API to find promising stocks.
  • Financial Insights: Gathers crucial data from QuantiQ.live.
  • Smart Decisions: Employs GPT-4o to determine buy/sell actions.

Initial results:

  • First Trades: Rocket Labs (RKLB) up 25%, Horizon Technology Finance (HRZN) up 4%.
  • User-Friendly: Designed with a Streamlit GUI, simple to set up, and fully operational on Python.

I’ll be sharing weekly portfolio updates to track this AI venture. What do you think? Ready to dive into the future of AI in finance? 💼

Let’s connect and share insights!

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