Marco Aguirre

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Professional Summary

Master of Computer Science with a focus on Intelligent Systems, seeking to provide support and solutions to optimize processes and make data-driven decisions. Passionate about problem-solving and innovation through data science.

Professional Objective

To apply my experience in Data Analysis, Machine Learning, Information Technology, and software development to solve complex problems and provide data-driven solutions that drive informed decision-making within an organization. Committed to the continuous pursuit of excellence in data science, exploring new techniques, and innovatively using technology to address business challenges.

Education

  • Master of Computer Science with a focus on Intelligent Systems | National Polytechnic School | Quito, Ecuador | 2021 - 2023|

  • Electronics and Telecommunications Engineering |Armed Forces University - ESPE | Sangolqui, Ecuador | 2012 - 2018

Professional Experience

  • Research Technician | National Polytechnic School | 2021 - now | Management and analysis of research with data and its collection, cleaning, analysis, preprocessing, and modeling. Development of Data Mining projects.

  • Technical Support | FIXGROUP | 2019 - 2021 | Management of wireless links, design of hotspots, and managed Wi-Fi through Aruba.

  • Research Assistant | Armed Forces University ESPE | 2017 - 2018 | Management of wireless networks and exploration of new wireless communication technologies.

Publications

  • GoSS-Rec: Group-Oriented Segment Sequence Recommendation
    Aguirre, Marco; Recalde, Lorena; Loza-Aguirre, Edison
    Information, Vol. 16, No. 8, Article 668, 2025.
    DOI: 10.3390/info16080668
    URL: https://www.mdpi.com/2078-2489/16/8/668

  • A Graph-Based Analysis of Collaboration, Trends, and Ethical Dynamics: Perspectives on Ecuadorian Academic Research
    ICEDEG 2025 - Eleventh International Conference on eDemocracy & eGovernment, 2025.
    DOI: 10.1109/ICEDEG65568.2025.11081533

  • A Graph-Based Analysis of Collaboration, Trends, and Ethical Dynamics: Perspectives on Ecuadorian Academic Research
    ICEDEG 2025 - Eleventh International Conference on eDemocracy & eGovernment, 2025.
    DOI: 10.1109/ICEDEG65568.2025.11081533

  • Evaluating embedded semantics for accessibility description of web crawl data
    AHFE International Conference, Vol. 94, 2023.
    DOI: 10.54941/ahfe1003774