Business → technology
Keating Family Medicine
A paid assessment translated five sources of operational friction into one shared pattern, a bounded pilot recommendation, and explicit decisions about what to defer.
Examine the assessment
Technology delivery · Applied AI · Modernization
Sound judgment. Working systems.
I bring 35 years of software engineering, architecture and delivery to the work of turning AI capability and business intent into dependable technology.
Understand the real problem. Decide what should exist. Work credibly across business and technical teams. Deliver with the people who will own the result.
Now applying that foundation to AI implementation and enablement.
Independent technology consultant · Atlanta MetroAvailable for senior technology and AI implementation roles
01 / Selected work
Three different kinds of evidence.
Business discovery, applied AI product engineering, and operational implementation. Each calls for a different kind of decision-making.
Technology → product
RefactIQ
A repository analysis product built around more than model output: source evidence, deterministic controls, repeat-run continuity, and a Workbench where people own the decision.
Explore the product
AI → operational workflow
SFC Outreach Engine
An n8n workflow combining AI research and drafting with APIs, deterministic eligibility rules, persistent state, Gmail drafts, and human review before any message is sent.
Follow the workflow
02 / Career context
Experience behind the current work.
AI is the newest technology transition in a long career spent making software useful, reliable and accountable.
Explore experience- 35 yearsAcross software development, architecture, consulting, requirements, delivery and long-term system ownership.
- 2016–2026Modernization and technical delivery for QwickAnalytics, now Call Report Insights, through a long-running client engagement.
- Current workApplied AI product engineering, workflow assessment and implementation design.
03 / Credentials
Current learning, grounded in practice.
Credentials add context to the work above. The case studies show how I apply the thinking.
Microsoft · 2026
Azure AI Apps and Agents Developer Associate
Microsoft Certified. Applied development across Azure AI apps and agents.
Verify credential ↗Microsoft · 2026
AI Transformation Leader
Microsoft Certified. Business and implementation decisions around AI adoption.
Verify credential ↗Delivery discipline
Project Management Professional
Earned in 2020; certification is currently inactive.
View credential record ↗Language
JLPT N4
Japanese Language Proficiency Test · issued January 2020 · ID N4A209217A.
04 / Conversation
Important technology work needs someone who can see the whole problem.
I’m interested in senior roles in AI implementation and enablement, technical program leadership, technology delivery and adjacent positions where deep software experience and current AI capability belong together.