About me

I’m a Physics PhD student at CERN. I wrote the first Brazilian book about Quantum Machine Learning (QML), free and publicly available. My main research interests involve the study of symmetry-preserving QML for High-Energy Physics applications, like tagging, anomaly detection, etc. I’m also interested in quantum optimization problems.

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

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.
• 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.