Biomedical Engineering, AI and Software applied to Healthcare

We design and deliver solutions with real impact: medical image super-resolution, clinical NLP, and robotics/IoT for home care.

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Location: Málaga, Andalusia
Email: alvaroreyb@protonmail.com
Specialization: AI, Software, Biomedical Engineering

About

Biomedical Engineer with experience in machine learning and deep learning applied to healthcare. In my BSc thesis (Honors, 9.7), we worked on super-resolution for knee imaging. Currently, within the Vivir en Casa project, we research robotics and IoT for home care, improving quality of life for dependent people and organizing scientific outreach events. In parallel, I completed the MSc in Software Engineering and AI (current GPA 8.7/10), focusing my Master’s thesis on oncology event detection with clinical NLP.

Python MATLAB Java SQL Git LaTeX Machine Learning NLP Biomedical Imaging IoT & Robotics

Projects

Medical Image Super-Resolution

BSc thesis (Honors) — Deep Learning applied to knee imaging

CNN PyTorch Image Processing

We developed and evaluated DL models to enhance resolution and diagnostic quality. Results presented and published.

View code

View thesis (Riuma - EN Version)

Oncology Event Detection (MSc thesis)

Clinical NLP — Spanish transformers

Transformers Classification & NER Hugging Face

Pipeline with XLM-R and Spanish biomedical models to detect recurrence in clinical texts. Focus on cross-validation and F1.

INF Social — Interactive Visualization

D3.js · Data: transport and tourism in Andalusia

D3.js Visualization JSON

Data analysis and relationships between air/rail mobility and tourism, with provincial and temporal focus.

Live demo

Vivir en Casa Website / International Congress Website

Website for outreach, management and promotion of the Vivir en Casa project

Web Services Visualization Conference Management

Registration management · Visit bookings · Conference talks

Project website Congress website

Automatic airport control using Reinfornce Learning (Q-Learning)

SMA (9.5/10) .

Multiagent Systems Microsoft Autogen Agentic-AI

We created an automated control system (simulation) to manage airtraffic in airports. Airports agents have the capacity to learn and improve

See code (GitHub)

Experience

Researcher — Vivir en Casa Project (09/2024 — 06/2025)
University of Málaga · Málaga

Robotics and IoT for home care, integration and interoperability.
Device evaluation and user experience.
Organization of international conferences and workshops.

Private Tutor (Self-employed) (09/2023 — 08/2024) · Málaga

Math and English tutoring; tailored learning materials.
Student follow-up and methods to maximize performance and motivation.

Education

MSc in Software Engineering and AI — University of Málaga (10/2024 – 09/2025, expected). Current GPA: 8.7/10. MSc thesis: NLP for oncology event detection.

BSc in Health Engineering (Biomedical Engineering major) — University of Málaga (10/2018 – 02/2024). BSc thesis grade 9.7 (Honors).

Biomedical Engineering (Erasmus+) — Charles University (09/2021 – 02/2022).

Additional Training

Courses & Certifications

Cybersecurity: Honeypots and Honeynets — University of Málaga (12/2023)
Data Analysis with Python — University of Málaga (10/2023)
Deep Learning with MATLAB — MathWorks Academy (09/2023)
Machine Learning with MATLAB — MathWorks Academy (09/2023)

Publications

Rey-Blanes, A., & Domínguez, E. (2024, August). Applying Deep Learning Based Super-Resolution to Knee Imaging . International Conference on AI in Healthcare (pp. 77-88). Springer Nature Switzerland.