📚 Mis cursos en Udemy
Soy un apasionado de la Inteligencia Artificial y la Ciencia de Datos, con un enfoque práctico en la formación de nuevas generaciones. He desarrollado varios cursos en español, disponibles en Udemy, donde puedes acceder a contenido especializado con un cupón de descuento en la sección Udemy.
🎉 New Free Course on Udemy! 🎉
We’ve just launched a 100% free course on Udemy about using TINTOlib and developing Hybrid Neural Networks.
Learn how to turn tabular data into synthetic images and apply CNNs, ViTs, and hybrid architectures like a pro.
👨🎓 Biography
I am Manuel Castillo-Cara, PhD in Computer Science, specialized in Artificial Intelligence, from the Universidad de Castilla-La Mancha (UCLM), where I received the Cum Laude distinction in 2018.
| Period | Position | Institution |
|---|---|---|
| 2014 - 2020 | Professor/Researcher in Peru | - Universidad Nacional de Ingeniería (UNI) - Universidad de Lima (ULima) |
| 2021 - 2023 | Postdoctoral Contract | Universidad Politécnica de Madrid (UPM) - European Program: María Zambrano. |
| Since 2023 | Professor/Researcher | Universidad Nacional de Educación a Distancia (UNED) |
🔬 Research and Projects
Throughout my career, I have participated in more than 15 research projects, leading 2 of them as Principal Investigator.
I highlight my participation in a social development project in Peru, where we contributed to education in educational robotics and Scratch programming for more than 2000 children aged 8 to 15 in vulnerable areas.
Research Interests
- Artificial Intelligence and computational architectures (Fog Computing)
- Data science, pattern recognition, and computer vision.
- Development of Hybrid Neural Networks with synthetic images using the Python library TINTOlib.
- Implementation of the TINTO method, an innovative conversion of tabular data into synthetic images, available on GitHub.
🗣️ I have delivered multiple seminars on AI and TINTOlib in Spain and America.
📊 Scientific Production
Publications and Conferences
- 23 articles in indexed impact journals.
- 8 international conferences.
- 2 IEEE robotics competitions, achieving 3rd place.
- 1 utility model patent.
- 2 software registrations.
- 1 academic book.
- 2 book chapters.
Impact in the Scientific Community
| Source | Citations | #Q1 | #Q2 | H-Index |
|---|---|---|---|---|
| WOS (JCR) | 180 | 9 | 10 | 8 |
| Scopus (SJR) | 320 | 15 | 8 | 10 |
| Google Scholar | 500 | - | - | 11 |