Resume

MSc Artificial Intelligence — University of Amsterdam

Professional Summary

Machine Learning MSc student bridging physics and AI, with published work in fusion science and multi-agent systems. I develop neural networks that solve complex physical simulations and design emergent social behaviors in agent-based models. My dual background in physics and computer science helps me translate theory into practical ML applications.

Work Experience

Junior Software Engineer

Copernica — Amsterdam, Netherlands

Nov 2024 – May 2025
  • • Building production systems and contributing across the stack
TypeScriptReactPostgreSQL

Research Assistant

University of Wisconsin–Madison — Madison, WI, USA

Jan 2024 – Jul 2024
  • • Led deep learning research for fusion device design on HPC infrastructure
  • • Implemented PyTorch models for inverse physics problems
  • • Published first‑author research on ML‑driven stellarator design
PythonPyTorchHPC

Teaching Assistant

Instituto Superior Técnico — Lisbon, Portugal

Sep 2023 – Nov 2023
  • • Assisted in Electromagnetism course instruction and student support
TeachingPhysics

Summer Intern

LIP — Laboratory for Instrumentation and Experimental Particle Physics

Jul 2022 – Oct 2022
  • • Applied machine learning techniques to experimental physics problems
PythonML

Education

Master of Science in Artificial Intelligence

University of Amsterdam

2024 – 2026 (expected)

Bachelor of Science in Engineering Physics

Instituto Superior Técnico

2021 – 2024

Thesis: Applied Deep Learning for High‑Aspect Ratio Stellarator Design (with UW–Madison)

Bachelor of Science in Computer Science and Engineering

Instituto Superior Técnico

2023 – 2024

Technical Skills

Frontend

Next.jsReactTypeScriptTailwind CSS

Backend & Databases

PythonFastAPIPostgreSQLSupabasePrisma

Cloud & DevOps

DockerKubernetesVercelGitHub ActionsCI/CD

Data & ML

PyTorchTensorFlowJAXNumPyPandasPolarsMatplotlib

Awards & Fellowships

Fellowship: Self‑Learning Tools for Experimental Physics

Instituto Superior Técnico

Jul 2023 – Oct 2023