Students
Spanish version
Each year, I'm involved in the supervision of several master and degree students for their final projects/theses.
An incomplete list of the projects is shown below. Titles are shown here in English, but most of them are written in Spanish. Some are publicly available through University of La Rioja's library.
Master in Data Science and Machine Learning
I usually supervise projects related to research topics, mainly the application of deep learning in image processing for biology or medicine, development of new optimization heuristics and synthetic data augmentation using 3D modeling with Blender.
- Use of artificially generated images for image segmentation tasks
Andra-Iulia Cebuc. 2024.
- Use of deep learning techniques for sperm quality analysis in honey bee drones apis mellifera
Miguel Santiago Gómez. 2024.
- User Experience Optimization and Level Adaptation in Cognitive Games through Data Analytics and Machine Learning
Elina Filatova. 2024.
- Synthetic image data augmentation
Raúl Hernáez. Co-supervised with Ana Romero. 2024.
- Machine learning to assist in the management of a healthcare environment
Álvaro Gómez Troitiño. 2024.
- State of the art of declarative ML tools and integration with MLOPS platforms
Miguel González Hernáez. 2023.
- Detection of varroa and honey bee pupae by means of image processing and deep learning
Nuria Higuera. Co-supervised with Ana Romero. 2022.
- Optimization of a lead scoring algorithm by applying data science techniques
David Madorrán. 2021.
- Automatic labelling through 3d models in Blender
Marta Elvira. Co-supervised with Ana Romero. 2021.
- An AutoML library with genetic algorithms
Millán Santamaría. Co-supervised with Francisco Javier Martínez de Pisón. 2021.
Degree in Computer Science
Most of these projects have been developed during students' internships in different companies.
- Deep learning for real-time emulation of electric guitar equipment with Raspberry Pi 5
Javier Jiménez Santana. 2024.
- Design and implementation of a cybersecurity laboratory with embedded SIEM and XDR technologies to simulate and analyze different threat scenarios.
Sebastián Nikolas Jilek. 2024.
- Integration of SNT and CCSV libraries for efficiency and document security in a project for public administration
María Hernani. 2024.
- Design and Creation of Wazuh Control Panels for Computer Network Supervision
Ander Chueca. 2024.
- Bussiness oriented software linked to an ERP
Beatriz Sánchez. 2023.
- Development of Intercompany Software to increase the eficiency between enterprises
Juan Pérez. 2023.
- Refactorization of a cybersecurity tool
Manuel Royo. 2022.
- CryptoArk: A decentralized platform for buying/selling information about luxury goods through secure transactions on Blockchain
Álvaro Cañal. 2022.
- Big Data architecture oriented for cybersecurity
Juan Puerta. 2022.
- Drag and Drop email designer
Rodrigo Tomé. 2020.
- Web application for a ski school
Carla Urrutia. 2020.
- Chatbot and leasing offer comparator for the Spanish car market
David Madorrán. 2019.
- Formal verification of digital image processing programs
Borja Jimeno. 2018.
- Installation of a Business intelligence environment using Oracle BI and design of a Data Ware House
Andrés Moncada. 2018.
Degree in Mathematics
- Formalization of mathematics in interactive theorem provers
Alberto Maurel. 2024.
- Canonical matrix forms: Hermite normal form and Smith normal form
Alba Rodríguez. 2024.
