Marco Cabrera
AI Engineer from Tenerife 🇮🇨
ML Engineer specialized in production pipelines and MLOps.
Co-author of AI healthcare research published in Computer Methods and Programs in Biomedicine. Building systems from RAG to CNNs for defect detection.
About Me
Machine Learning Engineer
Nartex Software
Aug 2023 – Present
Led a RAG pipeline with Transformers and FAISS for legal document classification (93% accuracy). Built large-scale ETL pipelines with Airflow, CNNs for industrial QA, Dockerized models, deployed on Kubernetes, and implemented MLOps observability and automation using Prometheus, Optuna, and MLflow.
Junior AI Researcher
University of La Laguna
Nov 2022 – Jun 2023
Co-authored a scientific paper on surrogate models for clinical decision support systems (T1DM). Built ML-based surrogate models achieving IoU > 0.9, reducing simulation time by 2700x while maintaining accuracy.
Featured Projects
RAG Pipeline for Legal Docs
Implemented a Retrieval-Augmented Generation system using FAISS and Hugging Face to classify legal documents with 93% accuracy.
Scientific Publication: Surrogate Models for T1DM
Co-authored a peer-reviewed paper on replacing complex HTA models with surrogate machine learning models for clinical decision support in type 1 diabetes mellitus.
Products
AI Digital Products Guide
Step-by-step guide to create and sell digital products using AI. Includes a 7-day plan, prompts, templates and lifetime updates.
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Mini Guide: Sell Digital Products with AI
Quick and practical ebook on how to launch your first AI-powered digital product in under 7 days. Ideal for creators and indie hackers.
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Mini Guide: Sell Digital Products with AI
Aug 6, 2025
Sell digital products powered by AI in days. Learn tools, strategy, and monetization.
Read more →Launching My First AI Product on Gumroad
Aug 5, 2025
How I built and launched my first AI product in just 7 days using ChatGPT, Notion, and Gumroad.
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