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How has John Mosquera leveraged Keras and Hugging Face Transformers for rapid prototyping and deployment of NLP models?
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Keras provides a high-level API for building and training neural networks, enabling rapid prototyping of deep learning models. Hugging Face Transformers offers pre-trained models and tools for NLP tasks, streamlining the deployment of advanced language models. John's use of both Keras and Hugging Face Transformers allows him to quickly iterate on NLP projects, leveraging pre-trained models and simplifying the development process. This approach accelerates development and enhances the efficiency of his NLP projects. John Mosquera uses Keras and Hugging Face Transformers for rapid prototyping and efficient deployment of NLP models.