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Gonzalo Rodriguez

@gonzalorodriguez

AI Engineer building production generative AI tools, including an industrial maintenance assistant with RAG and seven specialized tools.

Argentina

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I built a production industrial maintenance assistant as an independent AI Engineer, using a RAG pipeline to index technical documents and an agent with seven specialized tools. It combines Voyage AI embeddings, Supabase pgvector, and the Claude API.

I developed its FastAPI backend and responsive frontend, including multi-user authentication and an administration panel for multiple organizations. I deployed the assistant on Railway.

At Cartocor S.A. — Grupo Arcor, I coordinated 30 technicians across more than 100 critical assets and led implementation of a SaaS CMMS to digitize maintenance processes. I also developed reliability and availability KPIs and worked on anomaly detection and failure-pattern analysis; I’m now studying AI at FIUBA.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Independiente

Jan 2026 - Present (10 months)

Designed and implemented an end-to-end RAG pipeline for an industrial maintenance assistant, including document indexing, vector database, and LLM integration. Developed a FastAPI backend with a responsive frontend and deployed to production.

RAG Embeddings Vector Databases LLM fastAPI Docker Python Supabase Pgvector Claude APIs Railway Authentication Sendgrid

Ingeniería de Mantenimiento y Digitalización

Cartocor S.A.

Nov 2013 - Jan 2026 (12 years 2 months)

Coordinated a team of 30 technicians over 100+ critical assets and led the implementation of a CMMS SaaS for process digitalization. Developed and tracked reliability KPIs (MTBF, MTTR) and implemented anomaly detection on plant data.

CMMS KPIs MTBF MTTR Anomaly Detection TPM RCM Data Analysis Python SQL

Tutor de Data Science

Coderhouse

Apr 2023 - Dec 2023 (8 months)

Provided technical support for Machine Learning projects, including Python, Pandas, NumPy, Scikit-Learn, preprocessing, classification models, and ML pipelines.

Python Pandas NumPy scikit learn Machine Learning data preprocessing Classification Pipelines

Education

Degrees, certifications, and relevant coursework

Facultad de Ingeniería de la Universidad de Buenos Aires (FIUBA)

Especialización en Inteligencia Artificial, Artificial Intelligence

2026 -

Pursuing a Specialization in Artificial Intelligence, with 3 of 5 bimesters completed. Coursework includes machine learning, deep learning, computer vision, and MLOps.