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@Ralifgrannik
Ralifgrannik
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Ralif Ralifgrannik

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ML Engineer | PyTorch, LLM fine-tuning, Scientific ML | NMR/MRI

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  1. Approximation-of-NMR-data Approximation-of-NMR-data Public

    Инструмент для анализа данных ядерно-магнитного резонанса (ЯМР). Программа предназначена для разложения кривых затухания поперечной намагниченности T2, полученных методом CPMG, на сумму экспоненциа...

    Python

  2. SMILES-HALLUCINATION-DETECTION SMILES-HALLUCINATION-DETECTION Public

    a binary classifier (probe) designed to detect hallucinations in the Qwen2.5-0.5B language model using its internal latent states.

    Python

  3. Gemma_Task Gemma_Task Public

    Обучение модели google/gemma-3-1b-it (студент) решать задачу Countdown, используя знания модели-учителя из другого семейства

    Jupyter Notebook

  4. llm-hallucination-monitor llm-hallucination-monitor Public

    Production FastAPI service for hidden-state-based LLM hallucination detection with Docker, PostgreSQL, Prometheus and Grafana.

    Python

  5. Generation-of-MRI-images-in-the-presence-of-magnetic-field-inhomogeneities Generation-of-MRI-images-in-the-presence-of-magnetic-field-inhomogeneities Public

    Реконструкция изображения в методе обратных проекций МРТ при наличии неоднородностей магнитного поля

    Python

  6. hybrid-recommender-system hybrid-recommender-system Public

    Production hybrid recommender with implicit ALS, content retrieval, diversity ranking, FastAPI, Redis, PostgreSQL and a complete MLOps stack.

    Python

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