Perfil personal
Intereses de la investigación
Danilo Leal is an experienced university professor, academic leader, and researcher with over 14 years in higher education. He currently serves as the Director of the Master in Data Science and Artificial Intelligence, former director of the Master in Computer Science, and the Master in Informatics Engineering at Universidad Andrés Bello (UNAB). Additionally, he is an Associate Researcher at the Institute for Health and Wellbeing Innovation Technologies (ITISB).
He holds a Ph.D. in Statistics, a Master's in Industrial Engineering, and a Master's in Management with a Finance specialization. Recognized for impactful teaching across graduate and undergraduate programs in Chile and the U.S. (Indiana Tech Latam), he has taught courses in data science, artificial intelligence, statistical consulting, business analytics, and decision-making. He is certified by IBM and Harvard in areas such as Data Science, AI, and Enterprise Design Thinking.
As an active researcher, he has publications indexed in Web of Science and Scopus on topics including statistical modeling, econometrics, and risk analysis. He serves as a reviewer and editorial board member for various peer-reviewed international journals. Furthermore, he is the President of the Data Science Commission of the College of Engineers of Chile and a frequent contributor to national media on technology and engineering topics.
Posiciones externas
Adjunct Faculty, Indiana Institute of Technology
1 ene. 2021 → …
Palabras clave
- !!!HG Finance
- !!!LB2300 Higher Education
- Machine Learning
- Stochastic Processes
Experiencia relacionada con los ODS de las Naciones Unidas
En 2015, los estados miembros de las Naciones Unidas acordaron 17 Objetivos de Desarrollo Sostenible (ODS) para erradicar la pobreza, proteger el planeta y garantizar la prosperidad para todos. El trabajo de esta persona contribuye al logro de los siguientes ODS:
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ODS 4: Educación de calidad
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ODS 7: Energía asequible y no contaminante
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ODS 8: Trabajo decente y crecimiento económico
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ODS 9: Industria, innovación e infraestructura
Huella digital
- 1 Perfiles similares
Colaboraciones y áreas de investigación principales de los últimos cinco años
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Factors Influencing Graduation Delays Among Master’s Students: An AI Analysis in a Faculty of Engineering
Caroca, A., Ruete, D., Leal, D. & Maidana, J. P., 2026, Advanced Research in Technologies, Information, Innovation and Sustainability - 5th International Conference, ARTIIS 2025, Revised Selected Papers. Guarda, T., Portela, F., Augusto, M. F. & Coronado-Hernández, J. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 430-444 15 p. (Communications in Computer and Information Science; vol. 2789 CCIS).Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva
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Synthetic Sales Data Generation for Chilean SMEs Using GANs
Ruete, D., Durán-Riveros, M., Maldonado-Durán, S., Caroca, A., Taramasco, C., Leal, D., Caselli, N., Reyes, M., Salinas, O., Mellado, D. & Maidana, J. P., 2026, Advanced Research in Technologies, Information, Innovation and Sustainability - 5th International Conference, ARTIIS 2025, Revised Selected Papers. Guarda, T., Portela, F., Augusto, M. F. & Coronado-Hernández, J. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-68 15 p. (Communications in Computer and Information Science; vol. 2789 CCIS).Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva
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Tokenization and Search of Postal Addresses
Ruete, D., Ruíz-Chávez, J., Caroca, A., Taramasco, C., Caselli, N., Reyes, M., Salinas, O., Moraga, D. L., Maidana, J. P. & Mellado, D., 2026, Advanced Research in Technologies, Information, Innovation and Sustainability - 5th International Conference, ARTIIS 2025, Revised Selected Papers. Guarda, T., Portela, F., Augusto, M. F. & Coronado-Hernández, J. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 27-38 12 p. (Communications in Computer and Information Science; vol. 2789 CCIS).Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva
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Adaptation of Learning Paths in Online Programming: Clustering and Descriptive Analysis in Engineering
Calderón, J. F., Villarreal, C., Leal, D., Truyol, M. E., Quezada, M. & Bascur, C., 2025, 2025 Institute for the Future of Education Conference, IFE 2025. Institute of Electrical and Electronics Engineers Inc., (2025 Institute for the Future of Education Conference, IFE 2025).Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva
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Agile Audit Proposal for ISO IEC 27001 Standard Implementation in Higher Education Faculties
Ruete Zúñiga, D., López Lira, P., Navarro, A. C., Peña, M. D., Caselli Benavente, N., Moraga, D. L., Rogget, M. R. & González, J. P. M., 2025, Advanced Research in Technologies, Information, Innovation and Sustainability - 4th International Conference, ARTIIS 2024, Revised Selected Papers. Guarda, T., Portela, F. & Gatica, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 421-437 17 p. (Communications in Computer and Information Science; vol. 2347 CCIS).Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva