Ananya Roy

Ananya Roy is a Staff AI/ML Specialist Solution Architect at Databricks, based in Sydney. She works directly with enterprise AI teams across globe on the hardest part of agent development — getting them to work reliably in production, not just in POCs. She spends most of her time on agent evaluation, reliability patterns, and the failure modes that only show up after deployment. She has published technical work on responsible AI, agent evaluation pipelines, and autonomous AI assistants, and has spoken at Data + AI Summit, Data Intelligence Day, and other technical conferences. Before Databricks, she was at AWS helping customers build and ship AI solutions.