World Congress 2026 North America
September 25, 2026 · 11:00–11:30
Stage 5
Managing GPUs by Just Asking, Infrastructure in the Age of MCP
Jessica Garson Beauchemin
Developer Relations Lead, Community at Runpod
World Congress 2026 North America
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Optimizing Coffee Stand Locations with Gemma 4 and BigQuery
September 24, 2026
11:00
–
13:00
·
120
min
Stage 8
World Congress 2026 North America
September 23–25, 2026 · San José, CA
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What this session covers
Learn how to leverage open-weights models and data warehousing to solve a spatial analytics problem: finding the most profitable locations for new coffee stands. By analyzing datasets of popular bike routes, we will guide you through building an AI-powered solution using Gemma 4 and the BigQuery Model Context Protocol (MCP) server. You will gain hands-on experience connecting LLMs to enterprise data and learn how to use AI to drive smart, data-driven business decisions.
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