such as MLflow or Weights & Biases, or serving stacks such as Ray Serve, KServe, or Kubeflow. Experience applying ML to scientific...
, model serving, and automated artifact promotion using MLflow, Kubeflow, Weights & Biases, SageMaker, Vertex AI, or similar...
Experience with infrastructure for deep learning experimentation and training (Slurm, Ray, Kubernetes, Weights & Biases...
experiments systematically (Weights & Biases, or similar), understand evaluation metrics and their limitations, and can diagnose...
with metrics dashboards, experiment tracking, and ML ops tooling (e.g., Weights & Biases, MLflow, Metaflow). Hands-on experience...
tools (Prometheus, Grafana, Weights & Biases, or MLFlow). Experience managing multi-cloud or hybrid-cloud ML environments...
with metrics dashboards, experiment tracking, and ML ops tooling (e.g., Weights & Biases, MLflow, Metaflow). Hands-on experience...
evaluation Experiment tracking, agent observability, and artifact versioning tools (Langfuse, MLflow, Weights and Biases, DVC...
for AI systems (LangSmith, Weights & Biases, custom evaluation frameworks) Experience with workflow orchestration platforms (n8n...
tooling (e.g., PyTorch, scikit-learn), version control (Git), and experiment tracking (e.g., Weights & Biases). Excellent...