SKILLS

Digital skills

  • • Python
  • • MATLAB
  • • Fortran
  • • JavaScript, HTML & CSS (front-end)
  • • cURL/RESTful APIs (back-end)
  • • Git (version control)
  • • Bash/PowerShell scripting
  • • CUDA Toolkit
  • • SLURM/HPC environments
  • • Containerization (Docker)
  • • LaTeX
  • • Microsoft Office Suite
  • • Basic C/C++ and R

Soft skills

  • • Communication
  • • Creativity
  • • Leadership
  • • Proactivity
  • • Teamwork
  • • Problem solving
  • • Critical thinking
  • • Mentoring and teaching

Languages

  • Catalan Native
  • Spanish Native
  • English Proficient
  • German Conversational
  • Portuguese Basic
  • French and Italian Understood but not spoken

Mathematical background

  • Linear algebra
  • Probability theory and statistics
  • Optimization and numerical methods
  • Regression analysis
  • Time-series analysis and stochastic processes
  • Differential equations and dynamical systems
  • Statistical inference and hypothesis testing
  • Algorithmic complexity and computational modeling
  • Machine learning foundations: supervised, unsupervised, and deep learning
  • Transformer architectures, foundation models, and representation learning