IT Systems Specialist · Software Project Management · Instructor · PhD Researcher in Explainable Machine Learning
I am an IT Systems Specialist with experience in software project management, IT applications, and enterprise systems.
I also teach in the Master in Data Science (UOC) and conduct research as a PhD candidate focused on
explainability and interpretability of machine learning models in finance / fintech.
My work integrates information systems engineering, machine learning, and applied research.
- IT Systems Specialist – software project management, IT applications, system coordination
- Instructor – Master in Data Science (UOC)
- PhD Researcher – explainable & interpretable ML for financial decision-making
Programming & Data
Machine Learning & Deep Learning
XGBoost
Data Processing & Big Data
Visualization
Systems & Integration
mloptimizer — a lightweight library for hyperparameter tuning using genetic algorithms.
I focus on explainable and interpretable machine learning applied to finance and credit risk,
including scoring models, profit-sensitive classification, and factor-based investment modelling.
📄 Full list of publications available on my
personal website.
- PhD research on explainability of ML models in finance / fintech
- Extending mloptimizer
- Teaching in the Master in Data Science (UOC)
- Leading IT systems & software projects at the Banco de España
