PresentButler is an AI gift recommendation chatbot. Tell Edwin who you're shopping for — occasion, age, budget, style — and he suggests fitting gifts with local pricing across 24 Amazon marketplaces in 15 languages. Built solo, shipped at night, powered by a multi-stage LLM pipeline.