About

I rebuild operational systems that break under real world pressure.

Most teams do not have a tooling problem. They have a structure problem. Bad schemas, unclear ownership, and fragile automations turn workflows into liabilities.

I fix that at the foundation. Data models, orchestration, validation, permissions, and failure handling. Systems that run reliably at scale.

Earlier in my career, I worked in clinical respiratory and anesthesia environments where process, handoff, documentation, and failure handling mattered in real time. That experience still shapes how I design operational systems: clear ownership, clean escalation paths, and no hidden failure states.

Today I apply that same thinking to operations. Events, compliance, staffing, and data infrastructure. Rebuilding automation pipelines and operational workflows to reduce man hours and friction.