PhD in Computer Science · ETH Zürich, Data Analytics Lab (D-INFK)

Co-supervised by Thomas Hofmann and Bernhard Schölkopf, as part of the Max Planck ETH Center for Learning Systems.

• Mathematical foundations of diffusion models and their applications in generative modeling, particularly in discrete domains.

MSc Mathematics · ETH Zürich

With Distinction (GPA 5.98/6).

• Funded by a “la Caixa” Foundation Postgraduate Fellowship.
• Thesis: “Hamiltonian group actions and the Duistermaat–Heckman theorem” (6.0/6).

BSc Mathematics & BSc Physics (dual degree) · Complutense University of Madrid

Top GPA of both cohorts (~400 and ~500 students; 9.85/10 and 9.74/10).

• Dual program with the highest university-access requirements in Spain (25 spots of ~197,000 qualifying students in 2016).

Scientific & Teaching Assistant · ETH Zürich, D-ITET

• Theory of deep learning: modeling information flow in DNNs using fuzzy logic and category theory.
• TA for the MSc courses “Neural Network Theory” and “Learning, Classification, and Compression.”

Research Assistant · ETH Zürich, D-MTEC

• Game theory applied to democratic systems.

Research Assistant · Complutense University of Madrid

• Algebraic topology, funded by the “Collaboration with University Departments” grant.

Machine Learning Engineer (R&D) · EthonAI, Zürich

ETH spin-off building AI for manufacturing.

• ML R&D covering time-series modeling, autonomous process control, explainable AI, and causal AI.

Visiting Associate · Boston Consulting Group, Zürich

• Research and quantitative financial modeling for pharmaceutical and deep-tech clients.

“la Caixa” Foundation Postgraduate Fellowship · Awarded by the King and Queen of Spain; >1,300 applicants; average grant ≈ EUR 75,000.

UCM Extraordinary Prizes in Mathematics and in Physics · Top academic record of each BSc cohort.

IMI Mathematical & Numerical Modeling Competition, 1st place · Royal Spanish Mathematical Society.

Madrid Excellence Grant (×4) · Outstanding academic performance.

Top-100 score nationwide, Spanish University Access Exam.