with machine learning frameworks (PyTorch, scikit-learn, HuggingFace). Practical knowledge of deep learning, neural networks...
. Experience with cloud platforms (AWS, Azure, or GCP). Familiarity with ML frameworks such as PyTorch, TensorFlow, or Hugging... Face. Experience with REST APIs and microservices architecture. Understanding of AI governance, responsible...
or NLP libraries such as PyTorch, HuggingFace, or scikit learn, including deploying models or pipelines to production 3...
about when to use frameworks versus building lighter-weight primitives Model-level work using PyTorch and the HuggingFace...
) and emerging AI tools (e.g., OpenAI, HuggingFace, LangChain) and interest in applying them to engineering workflows or digital...
, HuggingFace, TensorFlow, Semantic Kernel) Responsive UI/UX development Microservice vs. Monolithic architectures...
, and tools (e.g., HuggingFace, spaCy, NLTK, PyTorch) Exposure to statistical language modeling or training data pipelines... (e.g., HuggingFace, spaCy, NLTK, PyTorch) Exposure to statistical language modeling or training data pipelines Strong...
) with proven experience architecting solutions using modern AI frameworks and libraries (PyTorch, TensorFlow, HuggingFace...
, and tools (e.g., HuggingFace, spaCy, NLTK, PyTorch) Exposure to statistical language modeling or training data pipelines...
field Experience with prompt engineering and familiarity with tools such as OpenAI’s GPT models, HuggingFace...