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alonso28md/README.md

Alonso Martín Díez — Biomedical Engineer

Biomedical Engineer · Universidad Europea de Madrid · 2026
Building at the intersection of hardware, signal processing and AI for healthcare

📬 alonsomartindiez2@gmail.com · LinkedIn · Madrid, Spain

What I build

Medical devices that go from CAD to clinical application. Signal processing pipelines that turn raw biosignals into actionable data. Software tools that bridge the gap between clinical needs and engineering solutions.

Currently exploring deep learning for medical imaging and ROS2 for medical robotics.

Projects

Project Description Stack
🦾 RAMCOD Real-time myoelectric control training system for prosthetic hand activation. Clinical-grade EMG pipeline, hardware + full simulation mode Python MATLAB Arduino
🧠 EEG-ML-Alcoholism Multi-model ML pipeline on EEG signals to detect genetic predisposition to alcoholism. 7 classifiers, feature importance analysis, clinical interpretation Python scikit-learn XGBoost
🏹 Archery Biomechanics Analyser Biomechanical analysis platform for the Madrid Archery Team. Dual-camera pose tracking, kinematic extraction, performance correlation Python OpenCV MediaPipe
🏃 MedSport Monitor Multi-role sports health monitoring platform. Real-time SpO₂, HR, GPS dashboards for athlete, coach and medical staff Java Python JavaFX

Clinical Work

Mandibular Osteosynthesis Plate Bending Tool
Designed and manufactured a deep-drawing mould to anatomically pre-bend osteosynthesis plates to the mandibular ramus — eliminating intraoperative hand-bending. Developed with Hospital 12 de Octubre (Madrid). Currently applied in real clinical cases.
SolidWorks Mechanical Design Medical Devices

Stack

Signal Processing  ──  MATLAB (certified) · SciPy · NumPy · EMG · EEG
Machine Learning   ──  scikit-learn · XGBoost · PyTorch (in progress)
CAD & Simulation   ──  SolidWorks CSWA (certified) · Ansys · Wokwi
Programming        ──  Python · Java · Arduino · MATLAB
Medical Imaging    ──  DICOM · 3D Slicer (in progress)
Tools              ──  Git · VS Code · Jupyter · JavaFX

Certifications

🏅 CSWA — SolidWorks Certified Associate  ·  🏅 MATLAB Associate  ·  🌍 IELTS 7.0 (C1)

What's next

  • Deep Learning Specialization — deeplearning.ai
  • Medical image segmentation with MONAI
  • ROS2 for medical robotics simulation
  • First contribution to an open-source medical imaging project

→ See the full roadmap: ideas-and-roadmap

Pinned Loading

  1. ideas-and-roadmap ideas-and-roadmap Public

    What I'm learning and building next · Deep Learning · Medical Imaging · ROS2 · Medical Robotics

  2. RAMCOD RAMCOD Public

    Myoelectric control training system for prosthetic hand activation · MATLAB + Arduino + Python

    Python 1

  3. Archery-Biomechanics-Analyser Archery-Biomechanics-Analyser Public

    AI-powered archery biomechanics analysis platform using dual-camera computer vision, MediaPipe, and OpenCV. Performs real-time pose tracking, shot phase detection, biomechanical metric extraction, …

    Python

  4. EEG-ML-Alcoholism EEG-ML-Alcoholism Public

    EEG signal analysis pipeline for alcoholism predisposition detection using 7 ML classifiers · UCI EEG Database · Python · scikit-learn · XGBoost

    Jupyter Notebook 1

  5. MedSportMonitor MedSportMonitor Public

    Real-time sports biometric monitoring platform with multi-role dashboards for athletes, coaches and medical staff. Integrates HR, SpO2, GPS and accelerometer data via MQTT. Built with JavaFX, Pytho…

    Java 1