., Weights & Biases) to GPU scheduling, experiment orchestration, and results documentation. Develop and enforce objective... tooling (e.g., Weights & Biases, MLflow), experiment tracking, and infrastructure management. Strong organizational...
with Ansible or similar automation tools. Experience using MLflow, ClearML, Weights & Biases (W&B), or comparable MLOps frameworks...
, Hugging Face Transformers, LangChain Experience in Infrastructure, AWS/Azure/GCP, Docker, Kubernetes, MLflow, Weights... & Biases Deep understanding of transformer architectures, attention mechanisms, and neural network optimization techniques...
/Grafana, and LLM-specific tools (LangSmith, Weights & Biases) Optimize costs through intelligent caching, batching strategies...
, Kubernetes, MLflow, Weights & Biases Deep understanding of transformer architectures, attention mechanisms, and neural network...
). Understanding AI agent observability (evaluation frameworks like LangFuse, RAGAS, Weights & Biases, custom monitoring). Experience...
for deploying ML services. Deep understanding of ML lifecycle management, versioning, and experiment tracking (MLflow, DVC, Weights... & Biases). Knowledge of prompt engineering, RAG workflows, and LLM integrations is a plus. Experience working with sensitive...
). Understanding AI agent observability (evaluation frameworks like LangFuse, RAGAS, Weights & Biases, custom monitoring). Experience...
. Familiarity with AI observability tools (e.g., LangSmith, Arize, Weights & Biases). Exposure to Genesys, NICE, or other contact...
recommendations MLOps Tools: Production experience with MLflow, Weights & Biases, Kubeflow, Airflow, or similar platforms...