SageMaker, Hugging Face, Transformers, PyTorch, PyTorch Lightning, Ray, scikit-learn, Jupyter, Weights & Biases...
for ML workloads Hands-on experience with experiment tracking and model lifecycle tooling (e.g., MLflow, Weights & Biases...
such as PyTorch, LangChain, Kubeflow, Arize, Weights & Biases Experience with enterprise knowledge systems, vector databases...
with Ansible or similar automation tools. Experience using MLflow, ClearML, Weights & Biases (W&B), or comparable MLOps frameworks...
), Feature Store, Model Registry, Model Serving platforms (Weights and Biases), LLM providers like OpenAI, Anthropic, Gemini...
using systems like Weights & Biases, MLflow, or ClearML. Data Infrastructure: Build scalable pipelines for heterogeneous...