AI Wine Purchasing Engine

We are seeking a team to oversee the development and refinement of an Intelligent Wine Platform that unifies B2B wholesale procurement with an advanced, personalised consumer storefront. In this role, you will architect an operational data flow that ingests smart manifests and integrates data alignment from external market APIs / scraping, alongside text-sentiment NLP feedback overlays. You will own the core algorithmic matching logic—utilising a normalizsd Euclidean distance formula to power a vector database of precise user profiles—which drives features like dynamic visual match percentages, "Palate Stretch" discovery overrides, and automated CRM marketing segmentations. Additionally, you will be responsible for technical execution across two primary zones: an internal business operations dashboard featuring automated traffic-light buying engines and inventory gap analysis tools, and a client-facing sommelier engine that syncs seamlessly with active Shopify inventory vectors.