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Mikhail Rozhkov

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Mastering RAG Evaluation with MLflow & Open Source LLMsDSC Europe 242024-11-18
Shows a reproducible RAG evaluation pipeline that uses MLflow, LChain, and open‑source models hosted in AI Studio to generate and judge QA pairs, deploys an…
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Structuring Data for Scalable AI ApplicationsDSC Europe 242024-11-18
Open-source Data Chain turns terabytes of unstructured files into a small SQL table of pointers and metadata, versioned and queried via a Python API that maps…
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Build End-To-End MLOps Platform with Open Source DVC EcosystemDSC Europe 232023-11-20
Step‑by‑step demo of an end‑to‑end MLOps stack that actually runs: git + DVC for data and model versioning (dvc init / dvc add / dvc push / dvc pull), dvc.yaml…
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