CV

My interests are splitted between mathematics/data science and network and service monitoring. In my short but intense experience in the IT industry, I have observed many opportunities to improve the actual modeling procedures, integrating brand new techniques such as functional data analysis and neural networks to provide better metrics and characterizations to go further than the usual baseline.

Education

• 2020-2023 PhD in Computer Science and Telecommunications
  • Universidad Autónoma de Madrid
  • PhD Thesis: Smart Modeling Techniques for Network and Service Management
  • Advisor: Prof. Jorge E. López de Vergara (Dept. of Electronics and Communication Technologies)
• 2018-2020 MSc in ICT Research
  • Universidad Autónoma de Madrid
  • M. Thesis: Network monitoring and performance assessment: from statistical models to neural networks
  • Supervisors: Prof. Jorge E. López de Vergara and Prof. Fco. Javier Ramos de Santiago (Dept. of Electronics and Communication Technologies)
• 2018-2019 MSc in Mathematics
  • Universidad Autónoma de Madrid
  • M. Thesis: Partial Least Squares for Functional Data
  • Supervisor: Prof. Jose Ramón Berrendero (Dept. of Mathematics)
• 2013-2018 BSc in Computer Science
• 2013-2018 BSc in Mathematics
  • B. Thesis: Application of statistical techniques to network registers for the network traffic analysis
  • Supervisor: Prof. Jorge E. López de Vergara (Dept. of Electronics and Communication Technologies)

Work experience

• Oct. 2023 - Now: Assistant Professor at Universidad Autónoma de Madrid, Dept. of Electronics and Communication Technologies.
• Nov. 2020 - Oct. 2023: Researcher and lecturer at Universidad Autónoma de Madrid, Dept. of Electronics and Communication Technologies. Financed by the the Program for the Training of University Lecturers of the Spanish Ministry Science, Innovation and Universities (grant number FPU19/05678).
• Oct. 2017 - Oct. 2020: Analyst and researcher at Naudit HPCN S.L.
• Feb. 2020 - Aug. 2020: Adjunct Professor at Universidad Autónoma de Madrid, Dept. of Electronics and Communication Technologies.
• Jun. 2017 - Sep. 2017: Internship at Naudit HPCN S.L.
• Jun. 2016 - Apr. 2017: Researcher internship at HPCN Research Group (Universidad Autónoma de Madrid, Dept. of Electronics and Communication Technologies.)

Languages

As you may see, I am pretty enthusiastic about languages :)

• Spanish: native speaker
• English: C2 CEFR
• German: B1 CEFR
• Japanese B1.1/B1.2 CEFR, N4 JLPT

Participation in research projects:

• AGILEMON: Hacia un nuevo paradigma de análisis de rendimiento agile para servicios (AEI PID2019-104451RB-C21) as a FPU researcher.
• Tráfica: Análisis de tráfico para inteligencia operativa (Programa Estatal de Investigación, Desarrollo e Innovación Orientada a los Retos de la Sociedad, TEC2015-69417-C2-1-R.) as holder of the collaboration scholarship of the Spanish Ministry of Education, Sports and Culture.
• METRO-HAUL: METRO High bandwidth, 5G Application-aware optical network, with edge storage, compUte and low Latency (European Comission, Project Id. 761727) collaborator.

Teaching

2023/2024

• High Performance Computing (B.Sc. in Computer Science). Theory and laboratory.

2022/2023

• High Performance Computing (B.Sc. in Computer Science). Laboratory professor.
• Computer Networks (B.Eng./B.Sc. in Computer Science, UAM). Laboratory professor

2021/2022

• Computer Architecture (B.Eng./B.Sc. in Computer Science, UAM). Laboratory professor.
• Computer Networks (B.Eng./B.Sc. in Computer Science, UAM). Laboratory professor

2020/2021

• Computer Architecture (B.Eng./B.Sc. in Computer Science, UAM). Laboratory professor.

2019/2020

• Network Architecture I (B.Eng. in Telecommunication Technology and Services, UAM). Laboratory professor.
• Network Architecture II (B.Eng. in Telecommunication Technology and Services, UAM). Laboratory professor.
• Parallel System Architecture (B.Eng./B.Sc. in Computer Science, UAM). Laboratory professor and laboratory coordinator.
• Supervisor of End-of-degree thesis (B.Sc. in Computer Science and B.Sc. in Mathematics, UAM). Title: “Interacción con usuario para reporte y diagnóstico de incidencias” (only available in Spanish). Industrial collaboration between Naudit HPCN and UAM.