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Marina Volkova

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Designing LLM Applications for Massive DatasetsDevConf.CZ 20252025-06-12
Claims a production pipeline that handles 200M+ records by treating the LLM as one modular component, not a monolith, using distributed preprocessing for…
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Machine Learning Spacecraft Designing for CybersecurityPyData Warsaw 20192019-12-12
Claims near perfect detection on validation sets using scikit-learn SVM and MLP, trained on about 660000 generated samples collected from pen test labs and…
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