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Iñaki Sobera Sotomayor

@iakisoberasotomayor

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AI and Automation Developer at PEMEX, where I deployed an operational-report RAG platform with automatic LLM failover.

Mexico

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What I'm looking for

I’m looking to keep applying AI to eliminate manual work, with measurable results.

At PEMEX, I designed and deployed an operational-report RAG platform for the Sistema Nacional de Refinación, now in production. It uses Qdrant, Gemini and Groq, with automatic failover and a custom embeddings pipeline.

I also automate data capture and analysis with AI workflows in n8n and Python, orchestrated in Docker. These workflows reduce manual work and provide an internal PaaS for user areas.

In a personal project, I created Gordito_AI, an agent using a local Ollama model and MCPs to create and edit files. I also developed a Python game with AI agents for patrol, player tracking and resource management.

I’m a Computer Systems Engineering graduate and am pursuing a master’s in Project Management. I hold Oracle AI Foundations certification and want to keep applying AI where it can eliminate manual work and produce measurable results.

Experience

Work history, roles, and key accomplishments

Current

Analista en Tecnologías de Operación

Current

PEMEX

May 2026 - Present (4 months)

Diseñé y desplegué la plataforma RAG del SNR, de punta a punta (706 reportes vectorizados desde 03/2026) para responder en lenguaje natural sobre reportes operativos. Automatizo captura y análisis con flujos de IA en n8n y Python, orquestados en Docker, reduciendo trabajo manual y ofreciendo una PaaS interna para áreas usuarias.

Python Qdrant Gemini GROQ N8n Docker Linux Flask REST APIs RAG LLM Embeddings Failover CI CD

Education

Degrees, certifications, and relevant coursework

UNITEC

Maestría en Dirección de Proyectos, Project Management

2026 -

Pursuing a Master's degree in Project Management with expected graduation in June–July 2027.

Oracle

Oracle AI Foundations, Artificial Intelligence

Certified in Oracle AI Foundations.

Hack4u.io

Python Ofensivo, Cybersecurity

Certified in Offensive Python.

Hack4u.io

Administración Avanzada de Linux, Linux Administration

Certified in Advanced Linux Administration.

GitHub

GitHub Foundations, Version Control

Certified in GitHub Foundations.

UNITEC

Ingeniería en Sistemas Computacionales, Computer Systems Engineering

2023 - 2026

Activities and societies: Developed a video game in Python (Pygame) with AI agents for patrolling, player tracking, and resource management. Created a personal AI agent 'Gordito_AI' using local models (Ollama) and MCPs for file creation and editing.

Completed coursework in Computer Systems Engineering, currently in the process of obtaining the degree. Notable projects include a Python video game with AI-controlled agents and a personal AI agent using local models.