developer / architect / builder

Juan Iturbe

current focus

Applied AI with product judgment

I work between implementation, operations, and structure: turning AI ideas into clear, observable, usable systems.

Current role

Applied AI & Generative AI Lead

at Ketzai.com Panama City, Panama.

agents context automation internal systems

Notes

I build systems with language models, agents, knowledge graphs, and automation workflows focused on solving real-world problems.

Currently leading agentic AI implementation at Ketzai: a SaaS application to transform educational planning and delivery.

I focus on solving problems: reducing friction, improving efficiency, designing clear systems that can be operated and scaled.

I come from a technical-creative background as a Technical Artist in international productions (Nickelodeon, HBO), and today I apply that pipeline and systems mindset to software and AI.

View experiments Start a conversation

operating signal

Python / TypeScript / LangGraph

mode

product / operations / systems

base

Panama City / remote

01

Experiments

Experiments, tools, and applied systems presented like a clear working table: less noise, better reading rhythm, direct access to the details.

01 Agent Systems · R&D Demos

Graph-RAG with Generative UI

System that models brand guidelines, design systems, and assets as a Neo4j knowledge graph, with Graph-RAG techniques enabling AI agents to intelligently traverse and reason over structured brand knowledge.

Agent Systems · R&D Demos

02

Notes

An editorial view into ideas, process, and learning around AI, product work, and system-building.

View archive