Drive technical direction across petabyte-scale NFS environments, including performance optimization, resilience, cost efficiency, Linux filesystem tuning, and hybrid-cloud storage capabilities using AWS FSx for NetApp ONTAP, Azure NetApp Files, and FabricPool-integrated object storage solutions. Diagnose and resolve complex end-to-end performance and operational issues spanning EDA applications, Linux NFS clients, networking, ONTAP internals, monitoring frameworks, and distributed compute environments while advancing automation using Python, Ansible, Terraform, and ONTAP REST APIs.