AI implementation and enablement resume.

I help teams turn ambiguous operating workflows into AI-assisted systems with discovery, workflow design, validation gates, rollout support, and adoption loops.

AI Outcomes / AI Adoption ManagerGTM Engineer, AI Workflow AutomationAI Implementation / Strategy ConsultantInternal AI Enablement Manager

Download PDF Interview Proof Pack View proof

Experience themes

Operator judgment plus AI-assisted implementation.

10 years across enterprise SaaS, healthcare GTM, technical scoping, and customer-facing work
Practical AI-assisted workflow building for analytics, monitoring, document handling, and local productivity
Strength in translating ambiguous operating problems into systems non-technical operators can use
Market-aligned skills: workflow automation, prompt/context design, AI output validation, responsible guardrails, and adoption
Accurate ownership framing: operator-led design and validation with AI-assisted build support where coding is involved

Implementation signals

What the resume should be screened for.

AI implementation package
Adopted decision workflow
Reviewable operations system
Discovery from messy operator needs
AI output validation and human review

Proof links

Case studies that back the resume claims.

These are sanitized examples. They show workflow definition, AI-assisted build direction, validation, and adoption without exposing private records or inflated claims.

AI Implementation / Client Delivery Prototype AI Implementation OS

Good fit for teams that need someone who can turn ambiguous AI discovery into prioritized, governed, rollout-ready implementation work.

Sports Analytics / Decision Support Basketball Scheduling

Good fit for teams that need someone to turn high-stakes, messy operating decisions into AI-assisted workflows people can review and adopt.

AI Workflow / Career Pipeline Operations Job Search HQ

Good fit for teams that need someone to turn messy GTM, hiring, or operations workflows into reviewable AI-assisted systems with privacy boundaries.

Sports Analytics / Recruiting Workflow Transfer Portal Evaluation

Good fit for teams that need someone to turn expert judgment into repeatable AI-assisted evaluation workflows that operators actually use.

AI Productivity / Local Workflow Tool ShotSort

Good fit for teams that want AI-assisted productivity workflows designed around trust, review, and repeat use.

Tools and patterns

Useful enough for implementation teams, framed accurately.

The tool list supports implementation and workflow conversations. It is not framed as a standalone engineering claim.

PythonAstroFlaskFastAPISQLitePlaywrightLLM extractionAI coding agentsPDF/OCR toolingChrome extensionsWorkflow QA