Portfolio

Work that made the operation easier to run.

I’m most useful when a business has outgrown the way work is currently being handled. These projects show how I translate operational friction into a clearer system.

Additional work

Systems thinking beyond the flagship builds.

Not every useful piece of work needs a giant automation diagram. Sometimes the highest-leverage fix is clearer ownership, better QA, or better visibility.

QA

Automation health checks

Built troubleshooting processes and Python-based checks for missing records, reporting gaps, incorrect tags, and CRM data mismatches.

CX

Client onboarding architecture

Forms, checkpoints, follow-up, access requirements, ownership rules, handoffs, and SOPs designed so onboarding does not rely on memory.

AI

AI-assisted workflows

Voice, messaging, internal assistance, and human-in-the-loop workflows where AI supports the operation without becoming the operation.

Need something similar?

Tell me where the process keeps getting stuck.

I can help map the problem, simplify the workflow, and build the system behind it.