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4 – 7 years of hands-on experience in Machine Learning, Natural Language Processing, and Deep Learning model development. Fluency in Python and main ML packages: PyTorch, Hugging Face Transformers, Scikit-Learn, Pandas, and NumPy. Practical experience fine-tuning transformer-based architectures on proprietary enterprise domain data.
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