Marina Ariamnova

Data Lead at SumUp responsible for analytics and financial data workflows who built an internal LLM analytics assistant to translate natural-language questions into SQL and summarized results.

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Nov 28, 2025 • 52min

Qdrant 2025 Conference Interviews

Join Andrey Vasnetsov, co-founder and CTO of Qdrant, as he shares the journey of building a developer-focused vector database during the pandemic. Slava Dubrov from HubSpot dives into AI Signals, discussing the power of embeddings in contextual recommendations. Marina Ariamnova of SumUp reveals her innovative LLM assistant that rapidly translates natural language to SQL, transforming analytics workflows. Lastly, Evgeniya Sukhodolskaya explores retrieval research and education at Qdrant, touching on the future of AI in developer tooling.

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