Personal profile
Personal profile
Former public official in the central and local governments, Computer Science and Systems Engineer, PhD in Systems Engineering, MBA in International Business Administration, Master's in Education with a specialization in Higher Education Teaching, PhD in Science with a specialization in Industrial Engineering, International Evaluator of ICACIT, Certifications in:
CISCO Certification: CCNAv7: Enterprise Networks, Security, and Automation.
CISCO Certification: CCNAv7: Switching, Routing, and Wireless Essentials.
CCNAv7: Introduction to Networks, Software Engineering, Artificial Intelligence Machine Learning. PMI Project Management Ready, Six Sigma, NT process management
Nro. 001-2018SGP, IT project management, and public management.
With experience in the areas of software development, ISO 21000:2018 implementation, process management; IT and systems project consultant, architectural projects, and structures. Information Systems and Technology Auditor; more than 20 years of experience in Public and Private Management, specialist in recurring engineering implementation, promoter of the Center for the Development of Science and Technology (CEDECYT), researcher, advisor, and university professor; fluent in Spanish (native language), English, Portuguese, and Italian.
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Collaborations and top research areas from the last five years
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Research output
- 7 Conference contribution
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Integrating Power BI and PLS-SEM dashboards to model vocational expectations, tutorial quality, and academic problems in higher education
Soriano, K. T., Arana, M., Arana, D. S., Huaricapcha, B., Canturin, F. A. & Castillo, S., 2025, ICACIT 2025 - Proceedings: 11th International Symposium on Accreditation of Engineering and Computing Education. Institute of Electrical and Electronics Engineers Inc., (ICACIT 2025 - Proceedings: 11th International Symposium on Accreditation of Engineering and Computing Education).Research output: Chapter in Book/Report › Conference contribution › peer-review
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Prediction of Pedagogical Improvement through University Teacher Training with Machine Learning Tools
Arana, M., Camborda, M., Arana, M., Huaricapcha, B., Calderón, S. & Camarena, M., 2025, ICACIT 2025 - Proceedings: 11th International Symposium on Accreditation of Engineering and Computing Education. Institute of Electrical and Electronics Engineers Inc., (ICACIT 2025 - Proceedings: 11th International Symposium on Accreditation of Engineering and Computing Education).Research output: Chapter in Book/Report › Conference contribution › peer-review
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Machine Learning Model for Predicting the Achievement of the Graduate Profile Through Academic Performance in University Students
Arana, M., Camborda, M., Calderon, S., Castro, F., Arana, M. & Huaricapcha, B., 2024, Proceedings - 10th International Symposium on Accreditation of Engineering and Computing Education, ICACIT 2024. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 10th International Symposium on Accreditation of Engineering and Computing Education, ICACIT 2024).Research output: Chapter in Book/Report › Conference contribution › peer-review
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Prediction of Labor Insertion in Graduates Based on the Pre-Professional Internship Process Through a Supervised Machine Learning Model
Arana, M., Camborda, M., Calderon, S., Castro, F., Arana, M. & Huaricapcha, B., 2024, Proceedings - 10th International Symposium on Accreditation of Engineering and Computing Education, ICACIT 2024. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 10th International Symposium on Accreditation of Engineering and Computing Education, ICACIT 2024).Research output: Chapter in Book/Report › Conference contribution › peer-review
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Machine Learning Model for Predicting Academic Success Through Multi-Criteria Admissions
Arana, M., Arana, M., Camborda, M. & Gamarra, A., 2023, Proceedings - 9th International Symposium on Accreditation of Engineering and Computing Education, ICACIT 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 9th International Symposium on Accreditation of Engineering and Computing Education, ICACIT 2023).Research output: Chapter in Book/Report › Conference contribution › peer-review
5 Scopus citations