• MLOps
• ML Pipelines
• CI/CD for ML
• Model Monitoring
• Cloud Platforms
• Automation

This role assesses and improves enterprise machine learning systems through MLOps best practices. You will evaluate ML pipelines, data engineering processes, and deployment maturity levels. Responsibilities include implementing CI/CD pipelines, monitoring model performance, and providing improvement recommendations. Strong experience in ML frameworks, automation, and cloud platforms is required. Ideal for consultants driving ML operational excellence.