Crafted a sophisticated shopping assistant for a cutting-edge AI-driven startup, augmenting it with a cross-platform mobile application featuring robust authentication flows and enhanced security measures. Implemented a comprehensive chat history feature for seamless user interaction. Integrated microservices architecture, AWS infrastructure, SQL databases, and implemented similarity search using Vector DB. Utilized Grafana for in-depth analytics derived from chat interactions, ensuring actionable insights for optimized performance and user engagement.