Experience:
(2018-2020) Research Assistant, Universidad Politécnica de Madrid, Electronic Engineering Department.
Skills:
Programming Languages: Python, C, MATLAB, R, Java, JavaScript, VHDL.
Experience with Unix and Linux Operating Systems.
Experience with Data Science libraries (Tensorflow, Pandas, Numpy, Scikit-Learn...).
Experience with IoT systems (Raspberry Pi, Arduino, MQTT).
Experience with SQL and NoSQL databases.
Scrum and Agile development methods.
Languages: Español (nativo) e Inglés (B2-C1).
Current research interests:
Serious Games, Machine Learning, Deep Learning, Synthetic Data, Generative Adversarial Networks, Data Science, Applied Artificial Intelligence.
A. Baños Ramos, M. Reneses, J. Pérez, G. Valverde, E. Awad, G. López, M. Castro, "Enhancing social science research on cyberbullying through human machine collaboration", Scientific Reports, Vol. 15, pp. 32954, 2025. [Online: September 2025] doi: 10.1038/s41598-025-16149-4
JCR-JIF: 4,900 Q1 (2025); - SJR: 0,893 Q1 (2025); J. Pérez, M. Castro, E. Awad, G. López, "Generation of probabilistic synthetic data for serious games: a case study on cyberbullying", Knowledge-Based Systems, Vol. 286, pp. 111440, February 2024. [Online: January 2024] doi: 10.1016/j.knosys.2024.111440
JCR-JIF: 7,600 Q1 (2024); 8,000 Q1 (2025) - SJR: 1,934 Q1 (2024); 1,753 Q1 (2025) C. Valero, J. Pérez, S. Solera-Cotanilla, M. Vega-Barbas, G. Suárez, M. Álvarez-Campana, G. López, "Analysis of security and data control in smart personal assistants from the user’s perspective", Future Generation Computer Systems, Vol. 144, pp. 12 - 23, July 2023. [Online: February 2023] doi: 10.1016/j.future.2023.02.009
JCR-JIF: 6,200 Q1 (2023); 5,900 Q1 (2025) - SJR: 1,946 Q1 (2023); 1,484 Q1 (2025) J. Pérez, M. Castro, G. López, "Serious games and AI: challenges and opportunities for computational social science", IEEE Access, Vol. 11, pp. 62051 - 62061, 2023. [Online: June 2023] doi: 10.1109/ACCESS.2023.3286695
JCR-JIF: 3,400 Q2 (2023); 4,200 Q2 (2025) - SJR: 0,960 Q1 (2023); 0,884 Q1 (2025) J. Pérez, P. Arroba, J.M. Moya, "Data augmentation through multivariate scenario forecasting in data centers using generative adversarial networks", Applied Intelligence, Vol. 53, nº. 2, pp. 1469 - 1486, January 2023. [Online: April 2022] doi: 10.1007/s10489-022-03557-6
JCR-JIF: 3,400 Q2 (2023); 3,500 Q2 (2025) - SJR: 1,193 Q2 (2023); 0,889 Q2 (2025) A. Baños Ramos, M. Reneses, J. Pérez, G. Valverde, E. Awad, G. López, M. Castro, "Enhancing social science research on cyberbullying through human machine collaboration", Scientific Reports, Vol. 15, pp. 32954, 2025. [Online: September 2025] doi: 10.1038/s41598-025-16149-4
JCR-JIF: 4,900 Q1 (2025); - SJR: 0,893 Q1 (2025); J. Fúster de la Fuente, S. Solera-Cotanilla, J. Pérez, M. Vega-Barbas, R. Palacios, M. Álvarez-Campana, G. López, "Analysis of security and privacy issues in wearables for minors", Wireless Networks, Vol. 30, nº. 6, pp. 5437 - 5453, August 2024. [Online: March 2023] doi: 10.1007/s11276-022-03211-6
JCR-JIF: 2,100 Q3 (2024); 2,500 Q3 (2025) - SJR: 0,571 Q2 (2024); 0,529 Q2 (2025) J. Pérez, M. Castro, E. Awad, G. López, "Generation of probabilistic synthetic data for serious games: a case study on cyberbullying", Knowledge-Based Systems, Vol. 286, pp. 111440, February 2024. [Online: January 2024] doi: 10.1016/j.knosys.2024.111440
JCR-JIF: 7,600 Q1 (2024); 8,000 Q1 (2025) - SJR: 1,934 Q1 (2024); 1,753 Q1 (2025) J. Pérez, M. Castro, G. López, "Serious games and AI: challenges and opportunities for computational social science", IEEE Access, Vol. 11, pp. 62051 - 62061, 2023. [Online: June 2023] doi: 10.1109/ACCESS.2023.3286695
JCR-JIF: 3,400 Q2 (2023); 4,200 Q2 (2025) - SJR: 0,960 Q1 (2023); 0,884 Q1 (2025) C. Valero, J. Pérez, S. Solera-Cotanilla, M. Vega-Barbas, G. Suárez, M. Álvarez-Campana, G. López, "Analysis of security and data control in smart personal assistants from the user’s perspective", Future Generation Computer Systems, Vol. 144, pp. 12 - 23, July 2023. [Online: February 2023] doi: 10.1016/j.future.2023.02.009
JCR-JIF: 6,200 Q1 (2023); 5,900 Q1 (2025) - SJR: 1,946 Q1 (2023); 1,484 Q1 (2025) J. Pérez, P. Arroba, J.M. Moya, "Data augmentation through multivariate scenario forecasting in data centers using generative adversarial networks", Applied Intelligence, Vol. 53, nº. 2, pp. 1469 - 1486, January 2023. [Online: April 2022] doi: 10.1007/s10489-022-03557-6
JCR-JIF: 3,400 Q2 (2023); 3,500 Q2 (2025) - SJR: 1,193 Q2 (2023); 0,889 Q2 (2025) S. Solera-Cotanilla, M. Vega-Barbas, J. Pérez, G. López, J. Matanza, M. Álvarez-Campana, "Security and privacy analysis of youth-oriented connected devices", Sensors, Vol. 22, nº. 11, pp. 3967, June 2022. [Online: May 2022] doi: 10.3390/s22113967
JCR-JIF: 3,900 Q2 (2022); 4,000 Q2 (2025) - SJR: 0,764 Q1 (2022); 0,802 Q1 (2025) 
