Monitoring & Observability: LangSmith, Weights & Biases, custom telemetry systems, and agent behavior analytics platforms...
., MLflow, Weights & Biases) and deploying models via containers (Docker/Kubernetes) or as serverless functions. Statistical...
, experiment tracking, and ML ops tooling (e.g., Weights & Biases, MLflow, Metaflow). Some experience working with robotics...
SageMaker, Hugging Face, Transformers, PyTorch, PyTorch Lightning, Ray, scikit-learn, Jupyter, Weights & Biases...
SageMaker, Hugging Face, Transformers, PyTorch, PyTorch Lightning, Ray, scikit-learn, Jupyter, Weights & Biases...
). Familiarity with AI Ops toolchains (ex: Weights & Biases, MLflow, Ray Serve). Proficiency in Python, and experience building...
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...