capabilities Experience with machine learning tooling such as PyTorch or HuggingFace Transformers, and with model finetuning...
. Technical Proficiency (Must Be Hands-On) Python (expert-level): NumPy, Pandas, Scikit-learn, PyTorch or TensorFlow, Hugging... Face, LangChain/LlamaIndex or equivalent. ML Engineering: Feature stores, model registries (MLflow), experiment tracking...
databases, prompt engineering, and AI agents. Experience working with HuggingFace, Bedrock, Azure AI Studio, OpenAI APIs...
with machine learning frameworks (PyTorch, scikit-learn, HuggingFace). Practical knowledge of deep learning, neural networks...
/TypeScript. Experience working with AI or machine learning frameworks such as PyTorch, TensorFlow, Scikit-learn, HuggingFace...
optimization, evaluation methodologies, and experimentation frameworks. Production development using Python, PyTorch, HuggingFace...
, PyTorch, HuggingFace. Operationalize ML models in containerized and GPU-enabled environments. DevSecOps & Automation...
field Experience with prompt engineering and familiarity with tools such as OpenAI’s GPT models, HuggingFace...
, HuggingFace, Azure OpenAI, OpenAI APIs, Claude, AutoGen, CrewAI, or similar technologies. Experience evaluating, fine-tuning...
learning stack (e.g., PyTorch, HuggingFace, Lightning, MONAI), along with hands-on experience using image analysis tools...