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Iñaki
Sobera Sotomayor

AI engineer · RAG and agents in production

I design and run AI systems you can verify: a production RAG at PEMEX and open-source MCP servers that connect agents to official data.

open to AI roles · remote or on-site

nanisadw3Python 75%★ 6635 followers41 repos1,244 contrib. this year
inaki@arch: ~

inaki@arch

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OS: AI Engineer x86_64

Host: PEMEX · Operations Tech

Kernel: Linux · 3 patches accepted

Uptime: 3 years coding

Packages: 41 (github), 1 (pypi)

Shell: zsh

Editor: Neovim

Languages: Python, Java, TS, SQL

AI: RAG, MCP, agents, Ollama

Infra: Docker, Nginx, systemd

Certs: Oracle AI, Linux, GitHub

Locale: es_MX, en_US

Status: ● open to AI roles

scroll to see more

02Experience

current

PEMEX

May 2026 — now

RAGQdrantGemini/Groqn8nPythonDockerPower BI

Operations Technology Analyst

Designed and run the RAG platform of Mexico's National Refining System, with an LLM cascade and failover; I automate processes with n8n, Python and Docker.

  • Refining System RAG platform, end to end

    Answers natural-language questions about the operational reports of all seven refineries, citing the report, date and shift behind each fact.

  • LLM cascade with failover

    Intent-based routing (conceptual, operational or hybrid) and automatic provider switching on quota errors.

  • AI automation

    n8n and Python workflows orchestrated with Docker that cut manual data entry, plus Power BI dashboards for operational metrics.

03Education

2026 — 2027

Master's in Project Management

UNITEC

In progress · expected 2027. Agile management, scope, budget and cross-functional teams.

2023 — 2026

B.Eng. Computer Systems Engineering

UNITEC Campus Atizapán

Coursework completed, degree in process. Highlight project: a game with AI-controlled agents.

Certifications

GitHub Foundations

GitHub · 2026

04Open source

full activity →

1,244

contributions · 12 months

4

contributions merged in other projects

41 · ★ 66

repositories · stars

35

followers

  • Python 75.3%
  • JavaScript 7%
  • TSQL 6.9%
  • Java 4.8%
  • other 6%

Looking for someone in AI?

I'm open to AI roles, remote or on-site. Drop me a line and I'll get back to you soon.