NeuroShop is an advanced neural-network-driven AI system designed to deliver hyper-personalized product recommendations for e-commerce platforms. Using on-prem Ollama LLMs, embedding models, and a multi-agent framework, it analyzes user behavior, predicts preferences, and enhances the shopping experience in real time.