Experience
Teaching Experience
Instructor
Spring 2026
Applied Data Analytics with ML Models
IE Business School
- Master's in Digital Business and Innovation course; ~40 students; Overall rating: 4.89/5.0
Spring 2026
Data Analytics for Managers
IE Business School
- IMBA core course; 80+ students in two sections; Overall rating: 4.61/5.0
Fall 2025, Spring 2026
Big Data & Machine Learning
IE Business School
- Master in Management course; 50+ students across two editions; Overall rating: 4.86/5.0 (Spring 2026)
Spring 2024
Introduction to Python Tutorial for EMBA students
MIT Sloan
- Created and led a new Python programming tutorial, including developing all instructional materials.
Spring 2024
Introduction to Excel Tutorial for EMBA students
MIT Sloan
Spring 2023
Introduction to Excel Tutorial for EMBA students
MIT Sloan
Teaching Assistant
Spring 2024
15.730 Data, Models, and Decisions
MIT Sloan
Head Teaching Assistant
- Executive MBA core course; 120+ students in two sections; Overall rating: 6.84/7.0
Fall 2023
15.774/780 Analytics of Operations Management
MIT Sloan
Head Teaching Assistant
- Undergraduate, MBA, and Sloan Fellows course; 120+ students in two sections; Overall rating: 6.8/7.0
Spring 2023
15.730 Data, Models, and Decisions
MIT Sloan
Teaching Assistant
- Executive MBA core course; 120+ students in two sections; Overall rating: 6.74/7.0
Mentor and Tutor
2024–2026
Undergraduate thesis advisor
Universidad Complutense de Madrid
- Research advisor to three undergraduate students in Computer Science and Mathematics and one undergraduate student in Applied Data Science at Universidad Complutense de Madrid, supervising research on Machine Learning techniques applied to operations management problems.
2023–2024
Research Mentor to Visiting Students
MIT Sloan
- Research mentor to one computer science master's student at ETH-Zurich and one last-year computer science and mathematics undergraduate student at Universidad Complutense de Madrid doing research in our group.
2021–2024
Research Mentor to Master of Business Analytics Research Assistants
MIT Sloan
- Research mentor to three Master of Business Analytics students at MIT Sloan doing research in our group.
Spring/Summer 2022
15.089 Analytics Capstone
MIT Sloan
Research Advisor
- Master of Business Analytics Capstone Project in collaboration with Wayfair. Project title: The Value of a Dollar: Optimizing Bidding Strategies for Suppliers.
Spring 2018
Internship Tutor and Master's Thesis Advisor
Conento Decision Science
- Internship tutor and company advisor of Santos Nuñez Jareño's master's thesis for the M.Sc. in Data Science and Big Data at Afi Escuela de Finanzas, Madrid.
- Thesis: Design and implementation of a system for house price estimation.
- Current status: Research Associate in Machine Learning and AI at the University of Leicester, United Kingdom.
Professional Experience
2025–present
Assistant Professor at the Department of Information Systems & Technology
IE Business School at IE University
Madrid, Spain
- Tenure-track position.
Summer 2021
Research Science Intern
InstaDeep
Currently part of BioNTech · Cambridge, MA
- Developed tractable solutions for the 3D bin-packing problem in logistics that can adapt to new structural constraints.
2020–2021
Lead Data Scientist
Capchase
New York-based fintech startup · Madrid, Spain
- Set up and managed Capchase data team (5 direct reports), and coordinated with the other tech team leads.
2018–2020
Senior Data Scientist
Geoblink
Spanish location intelligence startup · Madrid, Spain
- Researched state-of-the-art approaches to model interpretability, and designed and shipped our own model-agnostic explainer to production.
2017–2018
Senior Data Analyst
Conento Decision Science
Currently part of Deloitte · Madrid, Spain
- Redesigned and re-implemented the core Media Mix Optimization tool, making it orders of magnitude faster and producing exact solutions instead of approximations.
Leadership, Service, and Outreach
Winter 2023
Coordinator of the ORC IAP Seminar
MIT ORC
- Topic: Health Security
2021–2022
INFORMS Officer of INFORMS student chapter
MIT
- Organized bi-weekly social events and activities for graduate students at MIT, including activities during the Open House for incoming students and the annual retreat.
2018–2020
Founding Member of the Tech Brand Awareness Committee
Geoblink
Madrid
- Assembled a team from diverse technical backgrounds to increase Geoblink's visibility as a strong technical company in Spain and attract talent.
- Organized and participated in technical events representing Geoblink's Tech Team.
2017–2018
Founder and Mentor of the Machine Learning Club
Conento
Madrid
- Established the Machine Learning Club, providing a forum for exchanging technical knowledge in Machine Learning and Optimization across different proficiency levels.
- Secured dedicated weekly work hours for the club's meetings after presenting the project to the company's executive management.