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Agentic AI & Automation Engineer

Autonomous systems that do the work teams used to do by hand.

I design and build AI agents and intelligent business systems that automate complex workflows end to end. 26 years as a software engineer — since 2022, focused entirely on agentic AI.

Let's build your autonomous system → See the work

## What I build

Capabilities

### Agentic AI systems

Multi-agent architectures where AI agents collaborate to solve complex business problems end to end.

### AI automation

Replacing repetitive business processes with intelligent, autonomous workflows.

### Autonomous websites

Sites that continuously improve their own SEO, content, UX, and conversions using AI.

### AI product engineering

AI-first SaaS platforms designed and shipped from concept to production.

### Intelligent marketing systems

AI that runs technical SEO, content planning, competitor research, and optimization on its own.

### Software architecture

APIs, cloud architecture, automation pipelines, distributed systems, and scalable backends.

### Fractional CTO

Technology leadership for startups building AI products.

## Current work

2014 — present
— Agentic Marketing Platform In development An autonomous digital marketing platform where collaborative agents run technical SEO, competitor research, content planning, local SEO, analytics, and reporting — the full process, run by agents. — Medellin.co 2020 — present An AI-powered city platform using RAG, intelligent search, autonomous content generation, and AI assistants for travelers, expats, and local businesses. — Snoopi.io 2014 — present A geolocation SaaS platform delivering IP intelligence, APIs, and location services for developers and enterprise applications. — Crawllr 2025 — present An intelligent web crawler built for large-scale data collection, knowledge extraction, and AI indexing. — Gabii In development An AI-powered relationship platform using intelligent profiling, compatibility analysis, and autonomous matchmaking.

Build software that builds, improves, and manages software.

The mission

I've been writing software since I was eight years old, on a Commodore 64 in 1988. Nearly four decades later the instinct is unchanged: if a process is repetitive, it should build and run itself.

For 26 years I've worked as a Software Engineer, CTO, Product Engineer, and Technology Advisor across startups and enterprise — leading engineering teams and shipping platforms in FinTech, healthcare, SaaS, digital marketing, and geospatial technology. In FinTech since 2014, which means security and compliance aren't an afterthought: HIPAA, SOC 2, PCI.

Since 2022 my focus has been singular. I don't bolt AI onto existing applications — I design systems where multiple agents collaborate: researching, planning, deciding, generating content, writing software, running QA, and optimizing continuously with minimal human intervention.

Writing code since
  1988 — Commodore 64, age 8
Professional experience
  26 years
FinTech since
  2014
Compliance
  HIPAA · SOC 2 · PCI
Focused on agentic AI since
  2022

## Research & concepts

Ongoing

- Agentic websites
- Autonomous SEO systems
- Multi-agent collaboration
- AI product architecture
- Retrieval-augmented generation
- AI knowledge systems
- AI workflow orchestration
- AI-driven software development
- Self-healing applications
- Autonomous business systems

## Industries

Artificial Intelligence · SaaS · FinTech · Healthcare · Legal Technology · Digital Marketing · Location Intelligence · Automation Platforms

## Automation that actually runs itself.

hi@carlosarias.com