production Python skills and experience with PyTorch, HuggingFace Transformers, and distributed model development Hands...
, and lessons learned Key Technologies A Python PyTorch TensorFlow Scikit-learn HuggingFace MLflow Docker/Podman...
such as OpenAI’s GPT models, HuggingFace, etc. 3+ years of experience with Python or other programming languages commonly used...
. Experience working with AI frameworks such as PyTorch, TensorFlow, vLLM, SGLang, HuggingFace, Ray, or equivalent technologies...
databases, prompt engineering, and AI agents. Experience working with HuggingFace, Bedrock, Azure AI Studio, OpenAI APIs...
, Tensorflow and Jax;and ML platforms like HuggingFace. Experience in ML analysis and developer tools like TensorBoard, MLflow...
frameworks (PyTorch, scikit-learn, HuggingFace). Practical knowledge of deep learning, neural networks, and traditional ML...
-on experience with modern ML frameworks such as PyTorch and HuggingFace Transformers Track record of publications in machine...
and libraries (e.g., PyTorch, HuggingFace Transformers/PEFT/TRL, scikit-learn) Experience building and operating large-scale data...
. 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...