Experience

  1. AI & Software Engineering Postdoctoral Researcher

    CEA-List
    Research on the use of LLM-based agents for Software Engineering

  2. Researcher (PhD Student)

    IMT Atlantique

    Research on the integration of AI technologies into Model-Driven Engineering to enhance modeling tools at LS2N lab within the Naomod research group. Contributions included:

    • In-depth research around EMF/Eclipse internals and advanced AI technologies, including Graph Neural Networks (GNNs) and Large Language Models (LLMs), resulting in successful publications at international conferences.
    • Development of open-source prototypes to complement and support published research.
    • Collaboration with academic and industrial partners in the AIDOaRt European project, contributing to cutting-edge research and innovation.

  3. Software Developer

    Segura Security

    Led development of critical modules for senhasegura’s Privileged Access Management (PAM) tool. Contributions included:

    • Enhanced the Discovery module with new technologies to the product catalog, including Unix, IBM DataPower, and Websphere.
    • Developed and released the first version of the Single-Sign-On feature.
    • Contributed to developing the certificates management module, from initial requirements to the first release.

Education

  1. PhD in Software Engineering

    IMT Atlantique, Nantes, France
    Thesis on Machine Learning-Assisted Model Views. Supervised by Massimo Tisi. Presented papers at 3 international conferences with the contributions being published in the Journal of Object Technology (JOT).
    Read Thesis

  2. MSc in Computer Science

    São Paulo State University, São Paulo, Brazil

    Courses:

    • Computer and Network Security
    • Databases
    • Mathematical Methods in Scientific Computing
    • Computer Architeture
    • Data Structures
    • Software Engineering

  3. BSc in Computer Science

    São Paulo State University, São Paulo, Brazil

    GPA: 7.62/10.0

    Courses (highlights):

    • Software Engineering
    • Fundamentals of Computer Science
    • Formal Aspects of Computing
    • Numerical Calculus
    • Fundamentals in Language and Theory of Computation
    • Cryptography: An Introduction
    • Compilers
    • Graph Theory
Skills & Hobbies
Technical Skills
Coding (Python, Java, C & Clojure)
AI Engineering
SQL
Cybersecurity
Hobbies
Comic Books

By far, reading and talking about comic books is my passion.'

Music

I like to listen to music with attention and not only as background noise. Also like to talk about it. (In another life, I tried to play some instruments too)

Awards
1st place on AIDOaRt internal Hackaton (part of the team)
AIDOaRt ∙ May 2024
I studied the foundational concept of neural networks and deep learning. By the end, I was familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural networks; implement efficient (vectorized) neural networks; identify key parameters in a neural network’s architecture; and apply deep learning to your own applications.
Languages
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English
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Portuguese
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French