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Armando Aguayo-Mendoza

Data Analytics for Industries 4.0, S.L., University of Deusto, Intituto Politécnico Nacional, Instituto Tecnologico y de Estudios Superiores de Monterrey - Campus Estado de México

ORCID iD 0000-0002-1707-9224
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About

Armando Aguayo-Mendoza holds a PhD in Computer Science from the University of Deusto (Spain), an MSc. in Computer Science (Honours) from Tecnológico de Monterrey, and a B.Sc. in Computer Systems Engineering (Honours) from TESCo, Mexico. He has 15+ years of experience spanning cybersecurity, data engineering, causal inference, and AI/ML research across industry, government, and academia.
His career includes roles as a Federal Investigator in Mexico, Department Chair and Research Professor at TESCo, and Data Engineer and ML developer at Information Catalyst (UK), where he contributed to EU H2020 projects including ELASTIC, eFactory, and vf-OS, building edge-to-cloud IoT pipelines and anomaly detection systems for smart manufacturing and transport.
From 2020 to 2025, he served as Scientific Researcher and Work Package Lead at DeustoTech (University of Deusto), leading causal modelling work in the WHY project (residential energy demand forecasting) and simulation/optimisation components in SUMODO (sustainable urban mobility). Results from both projects were adopted by policymakers and municipalities across Europe.
Since 2025, he works as Data Scientist at i4RI, developing behavioural analytics and anomaly-detection pipelines for cybersecurity in IoT, robotics, and aviation environments within the EU TELEMETRY project. He is a member of the Program Committee of the CaDis Workshop on Causal Discovery (2023) and an active contributor to open-source research toolkits in causal inference.

Employment

  • Data Analytics for Industries 4.0, S.L. Data
    2026 - Present
  • University of Deusto Researcher
    2020 - 2025
  • Information Catalyst Data engineer
    2017 - 2020
  • Tecnológico de Estudios Superiores de Coacalco Chief of the Computer Systems Engineering Department
    2013 - 2015

Education

  • Intituto Politécnico Nacional Analysis and Problem Solving Methodology
    2008 - 2009
  • Instituto Tecnologico y de Estudios Superiores de Monterrey - Campus Estado de México Master’s Degree in Computer Science
    2006 - 2009
  • Tecnológico de Estudios Superiores de Coacalco Bachelor’s Degree in Computer Systems Engineering
    2001 - 2006
  • Universidade de Deusto PhD in Engineering for the Information Society and Sustainable Development
  • Pontificia Universidad Católica del Perú Computer and Information Systems Security/Information Assurance

Projects & Funding

Projects & funding information is unavailable.

Publications (16)