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CV

Work Experience

• April 2025 – Present: FPI Researcher
  • Universidad Politécnica de Madrid, Department of Computer Systems
• March 2024 – April 2025: Researcher
  • Universidad Politécnica de Madrid, Department of Computer Systems
  • Working on “Improving Malware Attribution Using Advanced Machine Learning Techniques” — data collection and analysis to enhance malware source identification and attribution.
• October 2023 – February 2024: AI Development Lead
  • Concrete Watcher SL
  • Developed deep learning systems for video processing in the construction sector and managed server infrastructure.
• April 2022 – July 2022: Research Intern
  • Universidad Politécnica de Madrid
  • Developed web tools and identified vulnerabilities in systems.

Education

• Ph.D. in Computer Science for Smart Cities, Universidad Politécnica de Madrid, 2024 – Present
• Master’s in Machine Learning and Big Data, Universidad Politécnica de Madrid, 2024
• Postgraduate summer school in Cybersecurity, Universidad Politécnica de Madrid, 2024
• Bachelor’s in Information Systems Engineering, Universidad Politécnica de Madrid, 2023

Scientific Activities

• 2025: SynthCTI: LLM-driven synthetic CTI generation to enhance MITRE technique mapping
  • Future Generation Computer Systems, Vol. 177 (April 2026)
  • Authors: Álvaro Ruiz-Ródenas, Jaime Pujante Sáez, Daniel García-Algora, José Luis Hernández-Ramos
  • DOI: 10.1016/j.future.2025.108232
• June 2024: Case Study: Reinforcement Learning in StarCraft II
  • Presented at the Spanish Computer Science Congress (A Coruña, Spain)
  • Authors: Álvaro Tena Tamayo, David García Guillén, Daniel García Algora, Alberto Díaz Álvarez

Grants & Funding

• FPI Grant, Agencia Estatal de Investigación (AEI), March 2024 – Present

Honors and Awards

• June 2024: Best Student Paper Award
  • Awarding Entity: Spanish Society for Videogame Sciences

Memberships and Organizations

• Core Dumped — Universidad Politécnica de Madrid, Madrid, Spain
  • Role: Member