CMY AI & Data Systems
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CMY AI & Data Systems
I take teams from talking about AI to using it in their daily workflows and generating real ROI.
No pitch. If I cannot help, I will tell you.
This used to be out of reach.
These systems used to require dedicated teams, long timelines, and enterprise budgets. That has changed.
If you feel behind,
you are not imagining it.
You have smart people and demand. What you do not have is time. Manual work piles up, data is messy, tools do not connect.
Five stages to operational AI
A structured approach that meets you where you are.




Map your workflows, find where AI agents and automation drive real ROI, and rank them by impact.
Not sure which stage fits your situation?
Let's figure it out togetherWhat I can cover end to end.
AI Agents & Automation
Custom Software & Tools
Document AI & RAG
Databases & Data Modeling
Enterprise Integration & MCP
Dashboards & Visualization
Evals, Monitoring & Cost Control
I taught high school math and coached varsity football before moving into tech. That background shaped how I work: break complex things down, meet people where they are, build systems that hold up under real pressure.
Now I build production systems across AI, data, and software. Automation, databases, pipelines, dashboards, and workflows that have to work under real constraints.
I move fast because I built a repeatable delivery model and I care about what keeps systems alive: reliability, security, evaluation, and observability.
Cut the busywork.
Build the advantage.
Free your team from manual work so they can focus on what actually grows the business.







