Capabilities
Core service areas spanning legacy modernization, API and integration reliability, observability, and production AI workflow engineering.
These capability pages explain where I create the most leverage in production software: modernizing brittle platforms, hardening noisy third-party integrations, improving observability, and shipping workflow automation people actually trust. Most of the proof here comes from logistics and supply-chain systems, but the patterns apply well beyond one domain.
If you want the shortest path into the work, start with Observability & Uptime , Freight Quoting Engine , or Ops ↔ Engineering Translation .
Capability
Engineered quoting systems for ocean, air, and trucking that enforce mode-specific rates, margin policies, fast operator workflows, and full auditability.
Reduced quote-to-quote pricing variance across reps
Capability
Designed and operated Prometheus + Grafana observability stacks that delivered 99.99% uptime and ~30% faster incident recovery across containerized logistics platforms.
Maintained 99.99% uptime for containerized services
Capability
I turn messy ops language—demurrage risks, rolled containers, cutoff misses—into clear, buildable engineering specs that don't lose the business intent.
noticeably less requirement churn and late rework on domain workflows
