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matesanz/README.md
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🧠 About Me

"Pragmatism over hype β€” I apply AI where it actually solves problems."

I'm an AI & Automation Engineer at Labster, building AI-powered systems that automate internal workflows at scale. My background spans Computer Vision, Deep Learning, MLOps, and low-code automation.

  • πŸ€– Currently automating education workflows with n8n, Claude & OpenAI at @Labster
  • πŸ‘οΈ Former CV Engineer β€” multi-camera tracking, thermal imaging, embedded AI (YOLO, SSD, ROS)
  • πŸŽ“ MSc in AI & Software Engineering β€” thesis: 3D MRI Super-Resolution with GANs (honors)
  • 🎀 Speaker at PyData Granada, TechFest 2024, TabularConf & more
  • 🏫 Co-founded MΓ‘laga AI Association β€” 200+ students per session
  • πŸš€ Also built my own FPV Racing Drone. Because why not.

⚑ Tech Stack

AI / ML & Computer Vision

PyTorch TensorFlow OpenCV scikit-learn mlflow

Automation & AI Agents

n8n Airtable OpenAI Claude

Languages

Python C++ JavaScript

Backend & APIs

FastAPI Flask Apache Kafka RabbitMQ

DevOps & Cloud

Docker Google Cloud Linux ROS


πŸ“Š GitHub Stats


🎀 Selected Talks

Talk Event Year
No-Code AI: Build an AI Product in 30 min PyData Granada 2024
Buzzer Beater! 3D Computer Vision TechFest 2024 2024
Detecting your Pet using AI TabularConf 2021
Intro to GANs CoronaConf 2020
I See Nets β€” CNN Architectures School of AI 2019

πŸ† Highlight Projects

Project Description
πŸŽ“ AI Course Automation End-to-end course generation with Airtable + n8n + Claude
πŸ€ 3D Padel Analytics (PADMI) Multi-camera tracking + biomechanics analysis
πŸ›’ Mercadona Cashierless MVP 3D CV + multi-person tracking at retail scale
🧠 MRI Super-Resolution WGAN-GP achieving 4Γ— resolution for 3D MRI scans
πŸ” Knowledge Graph RAG Obsidian-like exploration β€” Junction 2023 Hackathon

Built with curiosity, shipped with pragmatism.

Pinned Loading

  1. face-expression-recognition face-expression-recognition Public

    An Streamlit app to show how to train a face emotion recognition

    Python 4 3

  2. WGAN-GP_MRI_Super_Resolution WGAN-GP_MRI_Super_Resolution Public

    Master Research work on MR Images

    Python 6

  3. pet-detector pet-detector Public

    Simple and gentle intro to the full computer vision pipeline on neural-network training.

    Jupyter Notebook 2 4

  4. multiview_motion_capture multiview_motion_capture Public

    Forked from khanhha/multiview_motion_capture

    A prototype implementation in python of the paper "Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPS ", with inverse kinematics and bone length optimziation

    Python

  5. Reinforcement_Learning_Course Reinforcement_Learning_Course Public

    Curso de Aprendizaje por Refuerzo, de 0 a 100 con notebooks y slides muy sencillas para entenderlo todo perfectamente.

    Dockerfile 28 16

  6. mlops-cookbook mlops-cookbook Public

    This repository teaches how to train, evaluate and deploy ML models using MLFlow

    Shell 14 33