Teaching
Teaching experience
Teaching assistant
Universidad Politécnica de Madrid
Computer Languages and Systems and Software Engineering Department (“Escuela Técnica Superior de Ingenieros Informáticos”)
[2022 – 2023]
- Data Processes (EIT Digital MSc in Digital Innovation)
- Data Processing Engineering (MSc in Computer Engineering)
- Complex Data in Health (EIT Health MSc Health and Medical Data Analytics)
- Processes in Data Science (MSc in Data Science)
- Databases (BSc in Biotechnology)
[2021 – 2022]
- Data Processes (EIT Digital MSc in Digital Innovation)
- Data Processing Engineering (MSc in Computer Engineering)
- Complex Data in Health (EIT Health MSc Health and Medical Data Analytics)
- Data Analytics (BSc in Mathematics and Computer Science)
- Processes in Data Science (MSc in Data Science)
- Databases I (BSc in Data Science and Artificial Intelligence)
- Databases (BSc in Mathematics and Computer Science)
- Databases (BSc in Biotechnology)
[2020 – 2021]
- Complex Data in Health (EIT Digital MSc in ICT Innovation: Data Science – Health Itinerary)
- Data Analytics (BSc in Mathematics and Computer Science)
- Databases (BSc in Biotechnology)
Other taught courses
[2020]
- Unsupervised machine learning. Banco Santander Internal Educational Programme, Madrid, Spain.
- Data mining, solutions and horizontal applications. University of Military Forces, Ecuador.
- Introduction to databases for Data Science. Banco Santander Internal Educational Programme, Madrid, Spain.
[2019]
- Unsupervised machine learning. Banco Santander Internal Educational Programme, Madrid, Spain.
Co-supervisions
BSc theses
[2022]
- Natalia García Sánchez, “Biological sequence analysis in the context of drug repurposing and human disease complex networks”, BSc in Biotechnology (UPM), July 2022.
- Adrián Ayuso Muñoz, “Análisis y desarrollo de modelos de predicción de ejes en redes mediante técnicas de Deep Learning”, BSc in Computer Engineering (UPM), June 2022.
[2021]
- Ignacio Montero Callejas, “Desarrollo de procesos para el análisis y visualización de datos fenotípicos y biológicos en el contexto de las redes de enfermedades humanas”, BSc in Biomedical Engineering (UPM), July 2021.
- Esther Ugarte Carro, “Drug repurposing approaches and validation through DISNET data”, BSc in Biotechnology (UPM), July 2021
MSc theses
[2022]
- Andrea Álvarez Pérez, “On giving disease networks data a semantic context: generating an ontology reusing existing ones”, MSc in Computational Biology (UPM), July 2022.
[2021]
- Pablo Soto García, “Study and integration of new biological features data from public sources in the context of human complex disease networks”, MSc in Computational Biology (UPM), July 2021.
[2020]
- Sara Jaramillo Cárdenas, “Analysis of public data sources and drugs information extraction towards the elaboration of human complex disease networks”, MSc in Computational Biology (UPM), September 2020.
- Rizwan Saleem, “Towards drug repositioning: analysis of relevant drug features and computational methods”, MSc in Computational Biology (UPM), September 2020.
- Youness Elkhalil, “Analysis of phenotypic data on diseases and their relationships for drug repositioning”, MSc in Computational Biology (UPM), July 2020.