). Deep hands‑on expertise with PyTorch (preferred) and/or JAX/TensorFlow;experience with HuggingFace (Transformers...
-on experience with Python and modern AI frameworks such as LangChain, LangGraph, LangSmith, LlamaIndex, HuggingFace, and OpenAI...
or NLP libraries such as PyTorch, HuggingFace, or scikit learn, including deploying models or pipelines to production 3...
style orchestration;model hubs (eg, Model Garden / HuggingFace) 3+ years in Pipelines & Orchestration Kubeflow...
, or HuggingFace 3+ years of experience building Generative AI or LLM applications including prompt engineering, model fine...
(PyTorch, TensorFlow, HuggingFace, ONNX) Mobile Development Tools & Frameworks experience to include: iOS: Xcode, SwiftUI... Mobile, ONNX Runtime Mobile Training/Serving: PyTorch, TensorFlow, HuggingFace Transformers Optimization: Quantization...
with Azure OpenAI or HuggingFace models. Implement vector search and retrieval pipelines using FAISS or Azure Cognitive Search...
(scikit-learn, NLTK, PyTorch, TensorFlow, HuggingFace, LangChain), SQL/relational databases (Oracle), NoSQL/graph databases...
micro services or automation scripts. Working with LLM APIs (Azure OpenAI, Gemini, HuggingFace, Anthropic). Exposure...
) Experience with NLP libraries (HuggingFace, spaCy, NLTK) Familiarity with large-scale data processing and search systems...