Education

PhD in Computer Science

University of Minho, Braga, Portugal
2018 – 2024

Thesis: Explaining Software Faults in Source Code

Focus on LLMs for code generation, automated program repair, and fault localization. Research internships at the National Institute of Informatics, Tokyo, Japan (09/2022 - 01/2023 and 01/2024 - 03/2024).

MSc in Computer Science

University of Minho, Braga, Portugal
2013 – 2018

Dissertation: Optimizing Java Streams Through Program Fusion

Also, specialized in Intelligent Systems and Applications Engineering. Key projects include Brain MRI Segmentation for Skull Extraction using Machine Learning and the “Green Software Laboratory” research initiative.

Machine Learning Specialization

Coursera

• Supervised Machine Learning: Regression and Classification
• Advanced Learning Algorithms
• Unsupervised Learning, Recommenders, and Reinforcement Learning

Professional Development

Summer Internship – Subvisual, LDA (2018)
Web Development and Smart Office projects