Mathematics · Optimization · Artificial Intelligence

Javier García

Final-year Mathematical Engineering student focused on optimization, artificial intelligence and decision-making. Currently working at the Instituto de Matemática Interdisciplinar and developing mathematical and computational tools for complex real-world problems.

Currently preparing my final-year project on multicriteria facility location, combining mathematical modelling, optimization and data-driven methods.

About me

A brief introduction to my academic profile and interests.

I am a Mathematical Engineering student at the Complutense University of Madrid, about to begin the final year of my degree. Originally from La Palma, I moved to Madrid to pursue a rigorous mathematical education and build a career at the intersection of optimization, artificial intelligence and decision science. Alongside my studies, I work at the Instituto de Matemática Interdisciplinar, where I collaborate in academic communication, event organization and institutional projects. My academic record includes several honours distinctions, reflecting a strong foundation in mathematics and a consistent commitment to demanding work. I am especially interested in transforming mathematical ideas into practical tools. My current work explores multicriteria facility-location problems, mathematical programming, spectral graph methods and the integration of machine learning with optimization. Beyond technical work, I value clear communication, intellectual curiosity and the ability to connect ideas across mathematics, technology and real-world decision-making.

Areas of interest

  • Mathematical Optimization
  • Operations Research
  • Multicriteria Decision-Making
  • Artificial Intelligence and Machine Learning
  • Mathematical Modelling
  • Facility Location and Network Problems
  • Graph Theory and Spectral Methods
  • Decision Support Systems

Academic Highlights

Selected milestones from my academic and professional development.

Academic excellence

Honours Distinctions

Awarded eleven honours distinctions throughout the Mathematical Engineering degree.

Current degree

Final-Year Student

About to begin the final year of the Mathematical Engineering degree at the Complutense University of Madrid.

Research experience

Instituto de Matemática Interdisciplinar

Professional experience within a university research institute, supporting scientific communication and academic initiatives.

Experience

Academic, institutional and organizational experience.

Instituto de Matemática Interdisciplinar Current Position

Academic Support and Communications

I support the communication and organization of activities at the Instituto de Matemática Interdisciplinar of the Complutense University of Madrid.

  • Preparation and management of scientific newsletters and web content.
  • Support in the organization of seminars, conferences and academic events.
  • Coordination of communication materials for researchers and speakers.
  • Development of proposals for institutional outreach and social media.
  • Collaboration with academic and administrative teams.
Conference Organization

Conference Support — Dynamics and Analysis in Interaction: Quantum, Statistical, Computational and p-adic Challenges

Collaborated in the organization of an international mathematical conference, supporting participant coordination, registration materials, signage, event logistics and photographic coverage.

Research

Current academic interests and research lines.

Current work

Facility location and access to water

Multicriteria optimization models for locating water wells, considering accessibility, equity, difficulty and budget.

Methods

Multicriteria decision-making

Goal programming, compromise programming, Pareto analysis and decision-support methodologies.

Exploration

Artificial intelligence for optimization

Exploring how machine learning can support optimization, sensitivity analysis and decision-making.

Projects

Selected projects in mathematics, programming and research.

Python · Gurobi

Multicriteria optimization tool

A computational project for comparing solutions under different objectives and decision criteria.

Project details →
Graph theory

Spectral visualization

Using spectral graph methods to represent complex relationships and compare alternative solutions.

Project details →
Coming soon

Interactive decision-support application

A future web application for exploring optimization results, trade-offs and sensitivity analyses.

Project details →

Writing

Scientific notes, essays and personal reflections.

Mathematics

Explaining optimization clearly

Articles about mathematical optimization, models and their real-world applications.

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Artificial intelligence

AI through a mathematical lens

Notes and reflections on artificial intelligence, machine learning and quantitative reasoning.

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Personal essays

Ideas, books and the world

Personal writing about learning, culture, books and ideas that shape the way I understand the world.

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Let us connect

I am open to academic collaborations, research opportunities, professional projects and conversations about mathematics, optimization and artificial intelligence.