Teaching

Assistant Professor within the ICT Technology Group in the Signals Systems and Radiocommunications (SSR) Department of ETS Ingenieros de Telecomunicación at UPM.

BSc in Telecommunication Technologies and Services Engineering
- Introduction to Telecom Engineering (1T25-26 – 9,59/10) (1T24-25 – 9,52/10)
BSc in Data Engineering and Systems
- Legal and Ethical Framework (1T25-26)
Master’s Degree in Telecom Engineering
- Strategic Vision of Technology and Systems Integration in ICT (1T25-26) (1T24-25)
- ICT Regulations (2T25-26) (2T24-25)
- ICT Business Analysis (2T25-26)
Master’s Degree in Signal Theory and Communications (MSTC)
- Application Projects (Big Data Track) (2T24-25)
Master in industrial economics and markets (UC3M). Telecommunications Economics (2T25-26)

Member of UPM’s AI Ethics Educational Innovation Group.

Innovation Projects

Project CAMELIA (Practical Cases on the Ethical and Legal Framework for Artificial Intelligence). CAMELIA leveraged challenge-based learning to create material for Bachelor and Master students to develop a critical and responsible perspective on the use of AI in diverse contexts. The project generated 13 case studies and three (3) practical use cases with context, datasets, code, and research questions. The results are being incorporated into seven (7) subjects and four (4) study programs across four (4) centers within UPM. The product involved several professors working on the AI Ethics Innovation Group of UPM.

Open Bachelor’s and Master’s Theses

None

Ongoing Bachelor’s and Master’s Theses

Sergio Illescas Cabiró, Design of a Distributed Infrastructure for Large Language Model (LLM) Deployment in Private Networks and User Experience Evaluation. 2026

Master’s Theses Supervised

Mónica Salmador Yagüe. Development and evaluation of a ML model to characterize latency of telecom networks using crowdsourced measurements. 2026. Master’s thesis.
Alicia Cabrero Jiménez, Development and Evaluation of an Explainable Neural Network to Predict the Price of Data. 2025
Matthew Samuel. Data Economics in Mobile Network Coverage Prediction Using Kriging Interpolation. 2025.
Ignacio Vilana, “Diseño de un proceso de monitoreo de calidad de servicio en redes de telecomunicaciones para organismos reguladores”, Escuela Técnica Superior de Ingeniería (ICAI), Univ. Pontificia de Comillas 2022.
Alfredo Álvarez. “Estudio Tecno-Económico de Redes de Agregación de Nueva Generación”. ETS Ingenieros de Telecomunicación, Univ. Politécnica de Madrid 2008.
Pablo Torres Montero. “Convergencia entre Redes Fija y Móvil: Análisis Técnico-Económico e Impacto en el Mercado de las Telecomunicaciones”. ETS Ingenieros de Telecomunicación, Univ. Politécnica de Madrid 2006.