Hi, I'm Ryan Pav, an AI Engineering Manager focused on building production ML systems, data platforms, and responsible AI practices. I have a proven track record defining architecture, deployment, governance, and monitoring pipelines for RAG and production models, across fast-growing teams and complex customer environments. I thrive on mentoring engineers, establishing design reviews, and operationalizing best practices to deliver reliable AI at scale. Available immediately, I bring hands-on leadership and a pragmatic approach to cross-functional collaboration with product, security, and customers. Core tech includes Python, Databricks, Mosaic AI Gateway, SQL, PyTorch, Kubernetes, Docker, Prometheus, Terraform, MLflow, Airflow, and cloud platforms (AWS, GCP, Azure).…Hi, I'm Ryan Pav, an AI Engineering Manager focused on building production ML systems, data platforms, and responsible AI practices. I have a proven track record defining architecture, deployment, governance, and monitoring pipelines for RAG and production models, across fast-growing teams and complex customer environments. I thrive on mentoring engineers, establishing design reviews, and operationalizing best practices to deliver reliable AI at scale. Available immediately, I bring hands-on leadership and a pragmatic approach to cross-functional collaboration with product, security, and customers. Core tech includes Python, Databricks, Mosaic AI Gateway, SQL, PyTorch, Kubernetes, Docker, Prometheus, Terraform, MLflow, Airflow, and cloud platforms (AWS, GCP, Azure).WWWW…