Designed a multi-component agentic shopping assistant: an orchestration agent (shopping_agent.py) coordinating a reviews microservice API and a database layer. Built a modular architecture separating agent decision logic, API service, and data layer — structured for extension into LLM-driven recommendation and review-summarization workflows.