, or deep learning. Experience with Ask Sage, HuggingFace, LangChain, OpenAI APIs, Azure AI, AWS SageMaker, or Google Vertex..., HuggingFace, LangChain, OpenAI, and vector databases...
, Gemini, HuggingFace, LangChain/LangGraph, and open-source foundation models (LLaMA, Mistral, Falcon, etc.). Strong command...
must be highly proficient with modern version control and model/code management using Git, GitLab, HuggingFace, Bailo (or similar...
AI. Familiarity with AI/ML frameworks (TensorFlow, PyTorch, scikit-learn, HuggingFace). Experience with distributed systems...
of transformer architectures and training stack (PyTorch, HuggingFace, DeepSpeed or FSDP, accelerate) Experience designing...
must be highly proficient with modern version control and model/code management using Git, GitLab, HuggingFace, Bailo (or similar...
, and HuggingFace, and workflow orchestration or MLOps tools (e.g., MLflow, Kubeflow, Airflow). Industrial & Edge AI: Experience...
such as LangChain LlamaIndex HuggingFace or equivalent Ability to identify and apply AIdriven solutions to realworld business...
fine‑tuning LLMs and using frameworks such as HuggingFace Transformers, LangChain, or comparable agent tools...
, and HuggingFace Transformers. Deep understanding of Transformer architectures, embeddings, attention mechanisms, fine-tuning...