About me
I’m a PhD student in Quantum Machine Learning (QML) and Particle Physics at CERN. My research has focused on learning-theoretic bounds of symmetry-preserving quantum models, as well as applications to High-Energy Physics at the Large Hadron Collider (LHC) with neutral atoms. Before all of this, I did a BSc and MSc in Computer Science at the São Paulo State University (UNESP), and also worked in the industry with AI and Data Science for 4+ years, especially in EdTech, where I have helped many worldwide students by tailoring their learning journey with AI.
GitHub projects
- Aprendizado de Máquina Quântica: This is the first Brazilian book about QML, fully written in Portuguese, for free, and publicly available for the community. Enjoy!
- Quantum Sentence Transformer: This project aims to shed light on Quantum Natural Language Processing. The model leverages parametrized circuits and hybrid classical-quantum transfer learning to come up with meaningful sentence representations. All code uses Pennylane and Sentence Transformers.
- Retrieval Augmented Generation (RAG) with LangChain for fun: simple question answering side project for fun about machine learning papers usingLangChain and FAISS.
- Discrete Path Transform: code for the DPT, developed jointly with the Signal Processing lab at UNESP.
- ParaconsistentLIB - paraconsistent logic-based feature engineering.
- pyGAMESS-DS - automated retrieval of main molecular informations from GAMESS-US, like geometry-optimized coordinates, Gibbs energy corrections, net charges, etc.
Invited reviews
Invited reviewer for Quantum Machine Intelligence - 2026. Invited reviewer for QTML 2025.
Awards
★ Deep Knowledge - Awarded for the contributions on Quantum Natural Language Processing - NTT Data
★ Meaningful Innovation - Awarded for motivating the Quantum Computing initiative - NTT Data.
🏅 Gold medal - Brazilian Astronomy Olympiad - Brazilian Astronomy Olympiad 2015
🥉 Bronze medal - Brazilian Physics Olympiad - 2015
🥉 Bronze medal - Brazilian Physics Olympiad - 2014
🥈 Silver medal - Brazilian Astronomy Olympiad - 2014
🏆 Selected to the final stage to represent the Brazilian Team in the International Olympiad of Astronomy and Astrophysics - 2015