. Leverage a broad stack of technologies - Pytorch, AWS Ultraclusters, HuggingFace, LangChain, Lightning, VectorDBs...
from noise Working knowledge of the model training and serving stack (for example PyTorch, HuggingFace, and inference...
using ML libraries such as PyTorch, HuggingFace, and W&B Experience building production ML or AI systems Solid practical...
Experience with PyTorch, TensorFlow, HuggingFace, or cloud AI platforms. Exposure to retrieval-augmented generation, vector...
Python skills and practical experience with NLP libraries such as spaCy, NLTK, or HuggingFace Transformers. Understanding...
, and HuggingFace libraries), adapting them for proprietary and open-weight models and contributing improvements back to the...-LM, HuggingFace Transformers and Accelerate, or Ray Train;contributions to open-source projects are a strong plus. 2...
meaningfully to a shared codebase. Experience with Python and ML-adjacent libraries (PyTorch, TensorFlow, HuggingFace, FastAPI...
operationalizing LLMs (OpenAI, Anthropic, Bedrock, or open-source HuggingFace models) in enterprise environments.Solid understanding...
) and model APIs (OpenAI, Anthropic, Bedrock, Ollama, HuggingFace). +2 year experience in building agentic AI systems...
/AI frameworks (e.g., PyTorch, TensorFlow, HuggingFace, LangChain, or similar). Experience designing robust evaluation...