Systems Engineer with a specialization in Data Science and Artificial Intelligence, focused on building real-world automation solutions using LLMs, agentic workflows, and modern AI tooling.
I design and implement end-to-end systems that connect AI models with business processes — from RAG pipelines and MCP connectors to document automation and n8n orchestration. My stack includes Python, PHP, JavaScript, MySQL, and Linux/Ubuntu server administration, with hands-on experience deploying LAMP environments and managing production servers.
What I build:
AI-powered automation workflows using n8n, OpenAI API, Claude API, and Ollama (local models)
RAG systems for document retrieval and intelligent Q&A
Agentic architectures with MCP (Model Context Protocol)
Editorial system management with OJS and OMP (Open Journal Systems / Open Monograph Press)
Document generation pipelines with Python
Tools & Technologies:
Python · PHP · JavaScript · HTML5/CSS3 · MySQL · Linux Ubuntu · Apache · Git · n8n · LangChain · OpenAI API · Claude API · Ollama · RAG · MCP · GitHub Copilot · OJS · OMP · REST APIs · Prompt Engineering
Based in Bogotá, Colombia — Open to remote opportunities worldwide
Spanish (Native) | English (C1 — Professional working proficiency)
