AI SYSTEMS ARCHITECT

I build the agentic AI systems that prove AI works.

Then I teach teams to run them. I design and turn what's bleeding-edge into something a team can use on a Monday morning.

Medellín, ColombiaAI Training Lead @ Search Atlas
AI Architect
◆MCP Integrations ◆ AI Enablement ◆ Multi-Agent Pipelines ◆ Agentic operations ◆ Agentic Marketing ◆ Systems Architecture ◆ Automations ◆ Agentic workflows◆ MCP Integrations ◆ AI Enablement ◆ Multi-Agent Pipelines ◆

How I Work

From enablement to adoption

The end-to-end arc — from building the foundation to making AI stick across an entire organization.

01

Enablement

Build the knowledge foundation — translating bleeding-edge AI capabilities into frameworks a team can actually absorb and apply.

02

Agentic Systems

Design the architecture — agentic workflows and MCP integrations engineered to run, self-improve, and operate without constant oversight.

03

Adoption

Close the loop — turning proven systems into durable practice, so teams move from 'this is interesting' to 'this is how we work'.

~0Years in CX, training & AI enablement
0Disciplines bridged — systems, training, adoption
0Rule — build it before you teach it
EXPERTISE

Areas of depth

/01

AI Enablement & Training

Translating bleeding-edge AI capabilities into practical, team-level workflows. Designing curriculum and enablement systems that move people from skeptical to capable.

/02

Agentic Workflow & MCP Systems

Designing multi-agent pipelines and MCP integrations that run against real work — systems architected to be self-improving, not just self-executing.

/03

Community & Program Leadership

Building and leading programs, cohorts, and cross-functional teams — creating the structures and environments where people grow and systems scale.

/04

Hands-On Builder Philosophy

Credibility earned by building first. Every system, workflow, and framework is stress-tested against real work before it's ever taught or scaled.

"My job isn't to run the agents — it's to design systems intelligent enough to run and improve themselves, while I stay the architect and the strategist, not the operator."

JONATHAN DUQUE

ABOUT

Builder first, teacher second.

I'm the AI Training Lead and Agentic Marketing Mastermind Program Manager at Search Atlas. Nine years across customer experience, training, and AI enablement taught me one thing: adoption doesn't come from slides — it comes from systems that visibly work.

So I build first. Every workflow, agent pipeline, and MCP integration I teach has been stress-tested against real work before it reaches a team. Credibility is earned in production, not in theory.

Agentic AIMCPClaudeEnablementProgram DesignSearch Atlas

Let's talk

No sales pitch. Just a conversation.