About me
๐ Passionate about data-driven methodologies, I'm dedicated to explore how to learn from raw data.
I believe that if humans can learn from real-world examples so can computers.
๐ฌ Recently, I started as a R&T Scientist at LIST, where I'm investigating low-modeling. This field
aims to automate the creation of software engineering models, speeding-up the modeling process.
๐ In my doctoral journey at the University of Luxembourg, I investigated the usage of
Deep Learning models within Online Learning pipelines. This PhD resulted in the
creation of TensAIRโan innovative system capable of training Artificial Neural Network models in
real-time using data streams. This project involved technical and theoretical exploration,
including non-convex optimization, asynchronous and decentralized computing, statistics, and
visualization techniques.
๐ During my Master's studies at UNICAMP, I focused on Complex Networks, NLP, and Knowledge Graphs.
Notably, I developed ScikGraph, an application empowering researchers to unravel scientific fields through
intuitive Knowledge Graph visualizations. With ScikGraph, users can automatically construct comprehensive
knowledge graphs and track the evolution of scientific domains over time.
Interests
- Neural Networks
- Knowledge Graphs
- Complex Networks
- Asynchronous computing
- Decentralized architectures
- Concept Drift
- Online Learning
Education
- Ph.D. in Computer Science, 2024
University of Luxembourg - M.Sc. in Computer Science, 2020
University of Campinas - B.Sc. in Computer Science, 2017
FEI University Center
Publications
Teaching
As a teacher assistant, I have had the privilege of contributing to the academic development of students from Bachelor's and Master's courses across different academic institutions. My experience includes:
- Teacher Assistant - Information Management 2 (Summer 2021-22-23-24) - UNILU's Bachelor in Computer Science
- Teacher Assistant - NoSQL & Cloud Computing (Winter 2021) - UNILU's Master of Data Science
- Teacher Assistant - Information Management 3 (Winter 2020) - UNILU's Bachelor in Computer Science
- Teacher Assistant - Human-Computer Interaction (Winter 2019) - UNICAMP's Bachelor in Computer Science
- Teacher Assistant - Algorithms and Computer Programming (Summer 2019) - UNICAMP's Bachelor
- Teacher Assistant - Data Structure (Winter 2014) - FEI's Bachelor in Computer Science