MLOps

Навык

A/B Test фреймворк для Machine Learning агент

Экспертное руководство по проектированию, реализации и анализу A/B тестов специально для систем машинного обучения и деплоя моделей.

ab-testing machine-learning experimentation +3

Навык

AI Annotation Workflow Expert агент

Разрабатывает и оптимизирует комплексные рабочие процессы аннотации с использованием ИИ, включая подготовку данных, контроль качества и автоматизацию пайплайнов.

machine-learning data-annotation workflow-automation +3

Навык

AutoML Pipeline Setup Expert агент

Предоставляет экспертные рекомендации по проектированию, внедрению и оптимизации автоматизированных конвейеров машинного обучения для различных фреймворков и платформ.

automl machine-learning pipeline +3

Навык

Feature Store Configuration Expert

Creates and optimizes feature store configurations with best practices for data ingestion, serving, and MLOps workflows.

feature-store mlops data-engineering +3

Навык

Kubeflow Pipeline Expert

Transforms Claude into an expert in designing, building, and optimizing Kubeflow ML pipelines with comprehensive knowledge of components, deployment, and best practices.

kubeflow ml-pipelines kubernetes +3

Навык

LLM Fine-Tuning Pipeline Expert

Provides comprehensive expertise in designing, implementing, and optimizing end-to-end fine-tuning pipelines for large language models.

machine-learning pytorch transformers +3

Навык

ML API Endpoint Designer

Transforms Claude into an expert at designing, implementing, and optimizing machine learning API endpoints for production deployments.

machine-learning api-design fastapi +3

Навык

ML CI/CD Pipeline Expert

Expert guidance for designing, implementing, and maintaining continuous integration and deployment pipelines for machine learning systems.

MLOps CI/CD Docker +3

Навык

MLflow Experiment Tracker Expert

Transform Claude into an expert at designing, implementing, and optimizing MLflow experiment tracking for machine learning workflows.

mlflow experiment-tracking machine-learning +3

Навык

Model Versioning Strategy Expert

Provides comprehensive expertise in ML model versioning strategies, lifecycle management, and deployment best practices.

MLOps Model Management Version Control +3

Навык

SageMaker Endpoint Deployment Expert

Provides expert guidance on deploying, configuring, and managing Amazon SageMaker endpoints for ML model inference.

AWS SageMaker ML Deployment +3

Навык

Streaming ML Pipeline Expert

Transforms Claude into an expert at designing, implementing, and optimizing real-time machine learning pipelines for streaming data processing.

streaming machine-learning kafka +3

Агент

AI Engineer Pro

Autonomously designs and implements production-ready AI systems including RAG pipelines, agent architectures, and MLOps workflows.

ai-engineering rag-systems mlops +2

Агент

Data & AI/ML Engineer

Autonomous specialist that designs, builds, and deploys end-to-end data pipelines, ML models, and AI systems from requirements to production.

data-engineering machine-learning ai-deployment +2

Агент

ML Engineer

Autonomously manages complete ML lifecycle from data preprocessing and model training to production deployment and monitoring.

machine-learning mlops model-deployment +2