Luís Matos
Assistant Professor (Professor Auxiliar) at Centro ALGORITMI
Vila Nova de Famalicão, Braga, Portugal
Summary
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Top SchoolLuís Matos is an Assistant Professor and researcher with a PhD in Information Systems and Technology and eight years of experience at the intersection of academia and applied machine learning. He teaches core CS subjects—from data structures and algorithms in ANSI C to AI techniques—and has a track record of translating research into industrial solutions for anomaly detection, predictive maintenance and explainable AI. At Centro ALGORITMI and Universidade do Minho he has driven projects for Bosch and others, blending deep learning, decision support systems and business analytics. His background spans hands-on software development (including Salesforce) to leading data science research, which helps him bridge classroom theory and production requirements. Colleagues describe him as someone who values knowledge applied wisely—a theme reflected in both his teaching and his portfolio of XAI and industrial ML work. Based in Braga, Portugal, he maintains an academic web presence and continues to contribute to interdisciplinary teams that turn ML research into tangible organizational impact.
7 years of coding experience
6 years of employment as a software developer
PhD in Information Systems and Technology, Tecnologias e sistemas de informação, Approved unanimously (highest grade) with merit with External ref, PhD in Information Systems and Technology, Tecnologias e sistemas de informação, Approved unanimously (highest grade) with merit with External ref at Universidade do MinhoCurso Profissional, Informática de Gestão, 13, Curso Profissional, Informática de Gestão, 13 at Escola Secundária Padre Benjamim Salgado
Portuguese, English, French, Spanish
Github Skills (46)
pytorch10
preprocessing10
python10
data-science10
statistics10
machine-learning10
categorical10
deep-learning10
tensorflow10
data-analysis10
auto-sklearn9
tpot9
plaidml9
scikit9
scikit-learn9
Programming languages (4)
Github contributions (5)
Metalkiler/Cane-Categorical-Attribute-traNsformation-Environment
May 2020 - Jul 2022
A simple preprocessing method for Machine Learning
Contributions:10 releases, 1 review, 98 commits in 2 years 2 months
fairness-mlmethodmachine-learningpcpidf
pauladiasss/RTSIMU
May 2023 - Jun 2023
Real-Time Simulation tool for IMU sensors
Contributions:1 push in 18 days
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