Marcos Treviso
Assistant Professor at Instituto Superior Técnico
Portugal
Summary
👤
Senior🎓
Top SchoolMarcos Treviso is an Assistant Professor and researcher with 11 years of experience at the intersection of electrical engineering, mathematics, and machine learning. He earned a PhD with Distinction and Honour from Instituto Superior Técnico and an MS in Mathematics and Computer Science from USP, bringing strong theoretical foundations to applied AI research. His recent postdoctoral work at Instituto de Telecomunicações and earlier internship at Unbabel—where he contributed to the OpenKiwi project—reflect a track record of turning research into practical tools for language and ML systems. Based in Portugal, he blends academic rigor with hands-on software development, mentoring students and publishing translational research. Notably, his profile signals active engagement in open-source ecosystems and reproducible research practices through his personal site and code contributions.
11 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Mathematics and Computer Science, Master of Science - MS, Mathematics and Computer Science at USP - Universidade de São PauloDoctor of Philosophy - PhD, Electrical and Electronics Engineering, Distinction and Honour, Doctor of Philosophy - PhD, Electrical and Electronics Engineering, Distinction and Honour at Instituto Superior Técnico
English, Portuguese
Stackoverflow
23reputation
2kreached
1answer
4questions
Github Skills (45)
pytorch10
compression10
crf10
data-science9
interpretable-machine-learning9
language-processing9
python9
machine-learning9
inference9
meta-learning9
mixture-of-experts9
natural-language-processing9
tensorflow9
gpu9
data-parallelism9
Programming languages (2)
Github contributions (5)
deep-spin/spectra-rationalization
Mar 2022 - Jan 2023
Repository for SPECTRA: Sparse Structured Text Rationalization, accepted at EMNLP 2021 main conference.
Contributions:174 commits, 115 pushes, 3 branches in 10 months
structured-text
mtreviso/mtreviso.github.io
May 2016 - Nov 2020
Contributions:93 pushes, 1 branch in 4 years 6 months
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