Projects

An interactive map of German wine regions from Anbaugebiet down to individual vineyard polygons, with winery tasting notes. Built as a study tool for the German Wine Scholar program.

A comprehensive data visualization platform for Michigan's wine regions, including climate data, soil analysis, and an interactive chatbot for visitors.

An AI model trained to detect Esca disease in grape leaves from images, helping wineries identify and address vine health issues early.

An in-depth analysis of wine import and export patterns across the United States, providing actionable insights for small producers looking to expand their market.

A full-stack lot management app with an AI chat interface. Winemakers update production lots using natural language instead of forms, with full version history and audit trail.

An interactive US map for exploring AVA boundaries and establishment history, with links to official eCFR records for each region. Built with Mapbox and the UC Davis AVA dataset.

Analysis of American Viticultural Areas (AVAs) using Wikipedia pageview data to track consumer interest and industry trends over time.

An interactive React application visualizing the use of additives in organic wine production, helping producers make informed decisions about their processes.

A satellite monitoring system for Bordeaux vineyards, providing real-time data on vine health, water stress, and other key viticulture metrics.