Enterprise Architecture
Architecture governance, standards and data quality at scale, applied to AI systems and product. Working knowledge of TOGAF 9 and the Zachman Framework.
Enterprise Architect & AI Engineer
I design architectures that scale, and AI agents that run them.
Jorge Aymar — Enterprise architect with 25+ years defining standards, data governance and large-scale systems. Today I apply that same discipline to building AI agents, automations and full stack product, from architecture to code.
25+ years of experience
0Architecture projects led
0AI systems in production
0Years of experience
Enterprise Architecture·Agentic AI·
N8N·RAG·React·
Python·Docker·PMI·
Scrum·OpenAI·Anthropic·
Hermes·OpenClaw·
Enterprise Architecture·Agentic AI·
N8N·RAG·React·
Python·Docker·PMI·
Scrum·OpenAI·Anthropic·
Hermes·OpenClaw·
Capabilities
What I can build
Eight areas I work in, from architecture to code.
Agentic AI & Automation
Design and development of AI agents, chatbots, RAG and automation flows with N8N, prompt engineering and LLM integration.
Multi-model AI Integration
Connecting product and automations to the leading AI providers, choosing the right model for each use case.
Full Stack Development
End-to-end product development: interfaces, APIs and databases, focused on fast shipping and maintainable code.
Cloud & DevOps
Deployment and operation of cloud infrastructure, containers and continuous delivery pipelines for product and automations.
Computer Vision
Image and video analysis with AI: object detection and counting, risk assessment and automatic report generation.
Project & Delivery Leadership
Leading project portfolios with PMI and Scrum discipline, managing risk, scope and delivery systematically.
Growth & Digital Marketing
Design and execution of acquisition and CRM strategies, integrating paid channels with commercial automation.
Portfolio
AI systems built and in production
Six real systems, from sales automation to enterprise AI governance.
AI Automations
Smart bots that automate repetitive sales, production and post-sale tasks, trained per client type and fully traceable on every run.
Agentic CRM
AI-assisted CRM that plans commercial activity, handles the sales process and operates 24/7 via chat or voice, with a 360° customer view.
AI Truck Tracking
Real-time fleet tracking integrated with ERP: location, maintenance and trip manifest on a single screen, with direct chat to the truck.
AI Vision
Counting people and vehicles, detecting security risks and generating automatic reports from cameras and drone footage.
GLPI-Plus
Custom, AI-assisted adaptation of the open-source GLPI project, for ticket, incident and knowledge-base management under ITIL standards.
AI Governance
Layered Generative AI adoption structure: enterprise architecture, data governance and cybersecurity built into the process.
More code and experiments on GitHub.
View GitHub →About
Solid architecture, executed in code
I'm an enterprise architect with 25+ years defining standards, data governance and systems architecture, leading portfolios of 200+ projects at large organizations.
Today I apply that same architectural discipline to building AI agents, automation and full stack product — certified in development (4Geeks Academy) — connecting language models to real business processes, with systems that are well thought out, documented and production-ready.
Spanish
English
Portuguese
How I Work
Capabilities beyond code
Technical
Strong full-stack development skills (backend, frontend, data pipelines)
Experience with cloud infrastructure (Azure, VPS)
Knowledge of data architectures, APIs, systems integration
Familiarity with applied AI/ML, not just theory but practical implementation
Ability to prototype and ship fast (speed > initial perfection)
Business & Consulting
Ability to understand complex business processes and translate them into technical solutions
Results-oriented thinking: what value does this create for the client?
Clear communication with non-technical stakeholders
Comfortable working with ambiguity and loosely defined requirements
Mindset
Autonomy: working on-site or close to the client, with little direct supervision
Adaptability: constantly shifting context and business domain
Ownership: I treat the client's problem as my own, not just tickets to execute
Tolerance for pressure and short deadlines
Background
Education & certifications
Education
Computer Engineering
Universidad de Tarapacá — Arica, Chile
Business Intelligence & Data Warehousing — Diploma
Universidad de Chile — Santiago, Chile
Business Management — Diploma
Facultad Economía y Negocios, Universidad de Chile
Certifications
Full Stack Software Developer — 4Geeks Academy
Cloud & DevOps — MIT
PMI Member — Project Management Institute
Scrum Master (SMPC) — Certiprof
N8N Expert — VA360 Academy
AI Fundamentals — UDIA.es
AI-Assisted PM & Product Ownership — Alaimo Labs
Data Governance and Privacy — IBM
Product Manager — CoderHouse.cl
One Million Prompters — Dubai Future Foundation
E-commerce — Coderhouse
Contact
Let's build something together
Got an AI, automation or digital product project in mind? Let's talk.
📍 Santiago, Chile