for experiment tracking, logging, visualization, and leaderboard management using systems like Weights & Biases, MLflow, or ClearML...
databases (e.g., Pinecone, Qdrant, Azure AI Search) · Experience with MLOps practices and tools (e.g., MLflow, Weights... & Biases) · Understanding of Kubernetes and orchestration platforms · Experience with A/B testing and experimentation...
SageMaker, Hugging Face, Transformers, PyTorch, PyTorch Lightning, Ray, scikit-learn, Jupyter, Weights & Biases...
Science: NumPy, pandas, SciPy, scikit-learn, LangChain, R, SQL MLOps Tools: MLflow, Airflow, Kubeflow, DVC, BentoML, Weights... & Biases. Data Systems: Spark, Databricks, Kafka, Delta Lake, Snowflake, or BigQuery. Cloud Platforms: AWS (SageMaker...
, SQL MLOps Tools: MLflow, Airflow, Kubeflow, DVC, BentoML, Weights & Biases. Data Systems: Spark, Databricks, Kafka...
frameworks Familiarity with MLOps tools (e.g., MLflow, Weights & Biases, Ray, Airflow) Knowledge of evaluation methodologies...