, HuggingFace Transformers, and DeepSpeed Hands-on production depth required in: Document layout analysis and semantic...
, and operations (e.g., PyTorch/TensorFlow;MLflow or similar experiment tracking;HuggingFace or vector databases for LLMs;MLOps...
, HuggingFace Transformers). Experience with microservices, APIs, and DevOps/MLOps tools (Docker, Kubernetes, Jenkins...
, TensorFlow, Scikit-learn, LangChain, MLflow, HuggingFace, Sage, Cursor, Claude Code, or equivalent Familiarity with deploying...
experience Experience with PyTorch Familiarity with HuggingFace tooling and ecosystems Experience deploying and optimizing...
using frameworks like HuggingFace, PyTorch, or TensorFlow. Infrastructure & MLOps: Strong knowledge of cloud...
with machine learning frameworks such as PyTorch, TensorFlow, HuggingFace, or scikit-learn. Exposure to CI/CD pipelines, DevOps...
with machine learning frameworks such as PyTorch, TensorFlow, HuggingFace, or scikit-learn. Exposure to CI/CD pipelines, DevOps...
with machine learning frameworks such as PyTorch, TensorFlow, HuggingFace, or scikit-learn. Exposure to CI/CD pipelines, DevOps...
frameworks, or AI workflow automation. Familiarity with machine learning frameworks such as PyTorch, TensorFlow, HuggingFace...