TradExpert introduces a novel trading framework that employs a Mixture of Experts (MoE) approach, utilizing multiple specialized LLMs for analyzing various financial data sources. Technical discussions around the impact of market and news information versus technical indicators provide insights into predictive capabilities. Observations from participants suggest skepticism about the efficiency of markets and the potential for individuals to consistently outperform through analytical thinking. The use of NVIDIA A5000 GPUs and fine-tuning with LoRA emphasizes the practical feasibility of implementing this framework in real-world trading operations, although doubts about the robustness of findings due to limited time frame are raised.