cv

This is small part of my CV. If you want a complete version of it, you can request through my email.

Basics

Name Luiza Barros Reis Soezima
Label Student
Url https://luizabrs.github.io

Work

  • 2023.08 - Today
    Research
    Scientific Initiation / Private Information Retrieval - University of São Paulo, São Paulo, Brazil
    I aim to enhance the existing protocol FrodoPIR ( https://eprint.iacr.org/2022/981 ), a stateful Private Information Retrieval (PIR) scheme rooted in the learning with errors (LWE) problem. My focus is on refining how the FrodoPIR communicates client-server data. For the theoretical work, I had to dove into a few specific topics such as the GSW scheme, TFHE(Fast Fully Homomorphic Encryption over the Torus) and DGHV(Dijk-Gentry-Halevi-Vaikutanathan) schemes, and the mathematical problems used to construct them, i.e., the LWE(Learning with errors) and AGCD(Approximate Greatest Common Divisor) problems
  • 2021.03 - 2022.03
    Research
    Scientific Initiation / Machine Learning for Text Classification - University of São Paulo, São Paulo, Brazil and National Deputies Chamber, Justice Court of São Paulo
    The project is a bilateral agreement between the University of São Paulo and the São Paulo State Justice Court (TJSP) to create an Artificial Intelligence that makes Natural Language Processing tasks on the Brazilian Legal court. My main work was to deal with machine learning techniques and do deep research on them and their applicability in our domain, testing and adapting them to enhance our results. My tasks are the following: Article mapping for machine learning techniques applied to named entity recognition. Article survey for BERT and Information Retrieval Techniques. Worked on inconsistency verification in the database that caused problems with preprocessing results. Working on Entities Annotation to create a new Legal Portuguese Corpus. Targeting something new and without any previous publication. Working on a revision article with other 3 PhDs of Named Entity Recognition applied in Portuguese and Legal Domain. It targets something new and without any previous publication. Working with an interdisciplinary team of politicians, computer engineers and computer scientists. Scientific initiation with recognized scholarship.

Education

  • 2024 - 2025

    Grenoble, France

    MSc.
    École nationale supérieure d'informatique et de mathématiques appliquées de Grenoble (Ensimag) - Université Grenoble Alpes (UGA)
    Cybersecurity
  • 2019 - 2024

    São Paulo, Brazil

    BSc.
    Instituto de Matemática e Estatística (IME) - Universidade de São Paulo (USP)
    Computer Science

Languages

Portuguese
Native speaker
English
Fluent
Spanish
Advanced
French
Advanced
German
Basic