Viktoria Semaan

Viktoria Semaan moves AI from fragile prototypes to reliable production systems. She works as a Principal AI Evangelist at Databricks, following her time as a Senior Developer Advocate at AWS.

She unpacks the mechanics of real-world AI development. Her talks teach teams how to build multi-agent systems, wire up infrastructure using the Model Context Protocol (MCP), and evaluate open-source models to cut costs. She cares about metrics over hype—helping developers measure progress instead of guessing at what works.

Viktoria holds an MBA from UCLA Anderson and produces educational content for an audience of over 630,000 professionals online.