Design, develop, deploy, and monitor medium-scale ML models and AI applications. Build MLOps pipelines, feature engineering, training pipelines, production integrations and APIs. Ensure model governance, bias detection, monitoring, and scalability while collaborating with data scientists and cloud teams and mentoring engineers.