Designed and implemented an AI-enhanced e-commerce search engine specifically designed for Colombian online retail platforms, processing data for more than 2k stores and 10k products. Integrated an AI-centric user experience through the utilization of the Vercel AI SDK for the seamless incorporation of multiple Large Language Models (LLMs).