Case studies
Architecture decisions, delivery tradeoffs, and measurable outcomes from private AI and infrastructure programs.
Private AI
On-Prem LLM Platform
Designed and delivered a secure GPU-backed internal LLM platform for high-throughput enterprise workflows.
Key metric: 30K secure on-prem LLM queries per day
Government / Regulated
Downtime Reduction Program
Reliability modernization and observability overhaul for a regulated environment that materially reduced unplanned outages.
Key metric: 65% less unplanned downtime
Infrastructure
Zero-Loss Virtualization Migration
Planned and executed migration of 100+ servers with rollback-safe cutovers, no data loss, and minimal business disruption.
Key metric: 100+ servers migrated with zero data loss
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