Review
Architecture, workload readiness, platform reliability, cloud/hybrid design, and operational risk.
Recruiting, architecture conversations, platform reliability work, advisory discussions, and diagnostic engagements are appropriate starting points. The most useful first message usually describes the system, the constraint, or the role you want to discuss.
Email is the most reliable first contact path.
This is the same advisory lane I use for LinkedIn Services, kept aligned with my resume and public site.
I provide focused infrastructure advisory for systems that are available, but not performing as expected under real workload. The work is strongest when the issue crosses team or technology boundaries and needs evidence across more than one layer.
Typical work includes architecture review, platform reliability assessment, distributed storage and data-path diagnostics, AI/HPC workload readiness review, VMware/Linux and hybrid infrastructure review, observability/runbook improvement, and escalation workflow support.
The work is influenced by structured issue-resolution training: define the problem, separate evidence from assumption, identify what changed, and leave the team with a practical next path.
Architecture, workload readiness, platform reliability, cloud/hybrid design, and operational risk.
Storage, S3/NAS, VMware/Linux, network/fabric behavior, telemetry gaps, and workload symptoms.
Runbooks, diagnostic workflows, incident notes, handoff material, and practical next steps.
Pricing: contact for pricing. A short fit conversation is usually the right first step. Some work is hourly; defined reviews can be fixed-scope once the goal, artifacts, and expected outcome are clear.