Academic Background
- PhD, Telecommunication Engineering - UAM (2019-2024)
- Visiting PhD, Info Engineering - University of Padua (Nov 2022 - Mar 2023)
- MSc, Financial Engineering - IAU University (2016-2018)
- BSc, Industrial Engineering - IAU University (2008-2012)
Researcher and University Teacher Assistant
Universidad Autónoma de Madrid - UAM
Aug 2020 - Present
- Run developed models with specific datasets and settings on a cluster server.
- Create a novel training procedure for shallow neural networks.
- Formulate a new algorithm in the Gradient Boosting Machine area.
- Create, develop, and formulate generic machine learning models.
- Design a novel Deep Neural Network for image processing.
- Teaching Java and Computer Networks laboratory courses.
Co-founder and CTO
NapCat - napcat.io
Jan 2023 - Jan 2024
- Developing Machine Learning Models (NLP, LLM, CNN, GAN).
- Industry Research and Innovation.
- Collaboration with External Partners.
Programming Skills
Python, SQL, HTML/CSS, Flask, Linux, Cython, LaTeX, Markdown
ML Libraries
NumPy, Pandas, SciPy, Scikit-learn, XGBoost, Keras, PyTorch, TensorFlow, Gradio, HuggingFace
Cloud Platforms
AWS, Azure, Google Cloud, HuggingFace
Certifications
View all certifications on LinkedIn
Recommendations
View received recommendations here
Publications
For scientific papers and research work, visit my Google Scholar .
