Biography

I am a Postdoctoral Fellow in the Networks Data Science Group at IMDEA Networks Institute, and a Machine learning researcher at NetAI, a mobile network intelligence startup.

During my PhD (Cum Laude) in Telematics Engineering at Carlos III University of Madrid, I studied how we can understand Societal Phenomena and optimize network operations through the lens of Mobile Network Metadata. Also, I had the opportunity to plan, implement, and communicate computational research projects based on large-scale datasets. While closely collaborating with several academic researchers from different countries and major European industry players, such as Telefónica and Orange.

A big part of my PhD was carried out as an intern and visiting roles, including:

Research Internship at Cisco ThousandEyes in Crete, Greece, under the supervision of Antonis Chariton and Sergio Freitas. We analyzed the impact of exceeding the Maximum prefix limit in BGP and its relationship to peer connectivity.

Visiting PhD student in the Social and Urban Networks Lab at the Network Science Institute, Northeastern University in Boston, USA, under the supervision of Prof. Esteban Moro. We analyze how mobile apps can be used to understand election outcomes and political polarization.

Visiting researcher at Telefónica Innovación Digital, Spain, supervised by Dr. Andra Lutu. Between February 2023 and August 2024 (1.5 years), we studied and measured the impact of energy-saving policies in the Radio Access Network (RAN) by analyzing large-scale datasets of KPIs and RAN deployment.

My research lines focus on network measurements, remote sensing, and ML/AI solutions. With a specific interest in:

• ML solutions for energy-saving policies for mobile networks.
• Using mobile networks as sensors for social events
• Infering political orientation through mobile app consumption.
• How do people use the space in cities?
• Infering the base station coverage area with minimal data.
• Impact of misconfiguration in BGP.

However, I have always been passionate about everything related to Human mobility, Social disparity and inequality, and combinatorial optimization.

I like being part of the community, which motivates me to contribute to the Technical Program Committee (TPC) for PAM 2026 & 2025, the TPC shadow for ACM IMC 2025 & 2022, and the TPC for the 1st IEEE Workshop on Quality of Data in Network Telemetry.

Also, as external reviewers for conferences and journals like:

• IEEE Networking Letters
• Sustainable Cities and Society Complex Networks 2021
• IFIP Networking 2021 & 2022
• International Symposium on Personal, Indoor, and Mobile Radio Communications. (PIMRC) 2022
• Network Traffic Measurement and Analysis Conference (TMA) 2022
• Journal of Maps (2022)

In addition, I helped organize conferences such as PAM 2023 and Netmob 2023, and I participated in the Madrid Science Fairs of 2023, 2024, and 2025.

I supported Professor Marco Gramaglia as a Teaching Assistant at UC3M in the Access Networks and Shared Media course for undergraduate students of Telematics Engineering & Sound and Image Engineering.

Some of my work has appeared in IEEE INFOCOM (x3), IEEE SECON (x2), ACM IMC, and IEEE/IFIP TMA. For updated bibliometrics, you can check my Google Scholar profile.