Experience
~ Experience
Junior researcher
University of Zaragoza
March 2023 - Present
Education ~
Masters in Data Science
Universitat Oberta de Catalunya
2023 - 2025
ERASMUS+ Master Computer Engineering
Universidade do Porto,
2022
Bachelor in Computer Engineering
Universidad de Zaragoza
2018 - 2022
~ What I am good at ~
Data Science
Backend
Frontend
DevOps
Data analysis
How data is structured, how to query it using mainly SQL and other NoSQL databases, clean it and understand it by understanding the background domain knowledge. Also, visualizing it to extract insights and make better business decisions and present it to technical and non-technical stakeholders. Additionally, I can create predictive models. SQL, Tableau and Jupyter Notebooks are my favorite tools for this task.
Web development
Understanding how the HTML, CSS and JS are rendered in the browser depending on the different types of rendering strategies, including CSR, SSR, SSG and ISR and choosing the appropriate technology. Astro is my favorite choice for building websites.
Software architecture and design
Understanding the different software architecture patterns and design principles. I am a big fan of the KISS and YAGNI principles. I have tried tools such as AWS for cloud computing and Docker and Kubernetes for containerization and orchestration.
Professional projects
Publications
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Creating Virtual Pistachio’s Holdings for Training Artificial Intelligence Systems
Conference
J. LAGUNA, M.E. SUAZA-MEDINA, R. BÉJAR, J. LACASTA, F.J. ZARAZAGA-SORIA
Submitted to 15th European Conference on Precision Agriculture (ECPA 2025)
Available at https://ecpa2025.upc.edu/
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A Platform to Support the Fast Development of Digital Twins for Agricultural Holdings
Journal
J. LAGUNA, M.E. SUAZA-MEDINA, R. BÉJAR, J. LACASTA, F.J. ZARAZAGA-SORIA
Submitted to Computers in Industry.
Available at http://dx.doi.org/10.2139/ssrn.5003150
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Evaluating the efficiency of NDVI and climatic data in maize harvest prediction using machine learning
Journal
M.E. SUAZA-MEDINA, J. LAGUNA, R. BÉJAR, F.J. ZARAZAGA-SORIA, J. LACASTA.
International Journal of Digital Earth, vol. 17(1), 2359565, 2024.
Available at https://doi.org/10.1080/17538947.2024.2359565